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1402.5708
|
Lavdim Kurtaj
|
Lavdim Kurtaj, Ilir Limani, Vjosa Shatri and Avni Skeja
|
The Cerebellum: New Computational Model that Reveals its Primary
Function to Calculate Multibody Dynamics Conform to Lagrange-Euler
Formulation
|
18 pages, 4 figures
|
IJCSI International Journal of Computer Science Issues, Vol. 10,
Issue 5, No 2, September 2013
| null | null |
cs.NE cs.CE cs.RO q-bio.NC
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Cerebellum is part of the brain that occupies only 10% of the brain volume,
but it contains about 80% of total number of brain neurons. New cerebellar
function model is developed that sets cerebellar circuits in context of
multibody dynamics model computations, as important step in controlling balance
and movement coordination, functions performed by two oldest parts of the
cerebellum. Model gives new functional interpretation for granule cells-Golgi
cell circuit, including distinct function for upper and lower Golgi cell
dendritc trees, and resolves issue of sharing Granule cells between Purkinje
cells. Sets new function for basket cells, and for stellate cells according to
position in molecular layer. New model enables easily and direct integration of
sensory information from vestibular system and cutaneous mechanoreceptors, for
balance, movement and interaction with environments. Model gives explanation of
Purkinje cells convergence on deep-cerebellar nuclei.
|
[
{
"created": "Mon, 24 Feb 2014 02:40:05 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Kurtaj",
"Lavdim",
""
],
[
"Limani",
"Ilir",
""
],
[
"Shatri",
"Vjosa",
""
],
[
"Skeja",
"Avni",
""
]
] |
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] |
1402.5715
|
Tejas Kulkarni
|
Ardavan Saeedi, Tejas D Kulkarni, Vikash Mansinghka, Samuel Gershman
|
Variational Particle Approximations
|
First two authors contributed equally to this work
| null | null | null |
stat.ML cs.LG
|
http://creativecommons.org/licenses/by/4.0/
|
Approximate inference in high-dimensional, discrete probabilistic models is a
central problem in computational statistics and machine learning. This paper
describes discrete particle variational inference (DPVI), a new approach that
combines key strengths of Monte Carlo, variational and search-based techniques.
DPVI is based on a novel family of particle-based variational approximations
that can be fit using simple, fast, deterministic search techniques. Like Monte
Carlo, DPVI can handle multiple modes, and yields exact results in a
well-defined limit. Like unstructured mean-field, DPVI is based on optimizing a
lower bound on the partition function; when this quantity is not of intrinsic
interest, it facilitates convergence assessment and debugging. Like both Monte
Carlo and combinatorial search, DPVI can take advantage of factorization,
sequential structure, and custom search operators. This paper defines DPVI
particle-based approximation family and partition function lower bounds, along
with the sequential DPVI and local DPVI algorithm templates for optimizing
them. DPVI is illustrated and evaluated via experiments on lattice Markov
Random Fields, nonparametric Bayesian mixtures and block-models, and parametric
as well as non-parametric hidden Markov models. Results include applications to
real-world spike-sorting and relational modeling problems, and show that DPVI
can offer appealing time/accuracy trade-offs as compared to multiple
alternatives.
|
[
{
"created": "Mon, 24 Feb 2014 03:58:16 GMT",
"version": "v1"
},
{
"created": "Sat, 1 Mar 2014 00:07:30 GMT",
"version": "v2"
},
{
"created": "Sun, 6 Dec 2015 04:40:24 GMT",
"version": "v3"
}
] |
2015-12-08
|
[
[
"Saeedi",
"Ardavan",
""
],
[
"Kulkarni",
"Tejas D",
""
],
[
"Mansinghka",
"Vikash",
""
],
[
"Gershman",
"Samuel",
""
]
] |
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] |
1402.5726
|
Chin Keong Ho
|
Chin Keong Ho, Di Yuan, Lei Lei, Sumei Sun
|
On Power and Load Coupling in Cellular Networks for Energy Optimization
|
Accepted for publication in IEEE Transactions on Wireless
Communications
| null |
10.1109/TWC.2014.2353043
| null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We consider the problem of minimization of sum transmission energy in
cellular networks where coupling occurs between cells due to mutual
interference. The coupling relation is characterized by the
signal-to-interference-and-noise-ratio (SINR) coupling model. Both cell load
and transmission power, where cell load measures the average level of resource
usage in the cell, interact via the coupling model. The coupling is implicitly
characterized with load and power as the variables of interest using two
equivalent equations, namely, non-linear load coupling equation (NLCE) and
non-linear power coupling equation (NPCE), respectively. By analyzing the NLCE
and NPCE, we prove that operating at full load is optimal in minimizing sum
energy, and provide an iterative power adjustment algorithm to obtain the
corresponding optimal power solution with guaranteed convergence, where in each
iteration a standard bisection search is employed. To obtain the algorithmic
result, we use the properties of the so-called standard interference function;
the proof is non-standard because the NPCE cannot even be expressed as a
closed-form expression with power as the implicit variable of interest. We
present numerical results illustrating the theoretical findings for a real-life
and large-scale cellular network, showing the advantage of our solution
compared to the conventional solution of deploying uniform power for base
stations.
|
[
{
"created": "Mon, 24 Feb 2014 05:32:47 GMT",
"version": "v1"
},
{
"created": "Tue, 24 Jun 2014 08:35:05 GMT",
"version": "v2"
},
{
"created": "Tue, 26 Aug 2014 02:58:28 GMT",
"version": "v3"
}
] |
2016-11-18
|
[
[
"Ho",
"Chin Keong",
""
],
[
"Yuan",
"Di",
""
],
[
"Lei",
"Lei",
""
],
[
"Sun",
"Sumei",
""
]
] |
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] |
1402.5728
|
Mathukumalli Vidyasagar
|
Mathukumalli Vidyasagar
|
Machine Learning Methods in the Computational Biology of Cancer
|
35 pages, three figures
| null |
10.1098/rspa.2014.0081
| null |
q-bio.QM cs.LG stat.ML
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The objectives of this "perspective" paper are to review some recent advances
in sparse feature selection for regression and classification, as well as
compressed sensing, and to discuss how these might be used to develop tools to
advance personalized cancer therapy. As an illustration of the possibilities, a
new algorithm for sparse regression is presented, and is applied to predict the
time to tumor recurrence in ovarian cancer. A new algorithm for sparse feature
selection in classification problems is presented, and its validation in
endometrial cancer is briefly discussed. Some open problems are also presented.
|
[
{
"created": "Mon, 24 Feb 2014 06:07:56 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Vidyasagar",
"Mathukumalli",
""
]
] |
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] |
1402.5729
|
Mamiko Nishiuchi
|
Mamiko Nishiuchi, Hironao Sakaki, Katsuhisa Nishio, Riccard Orlandi,
Hiroyuki Sako, Tatiana. A. Pikuz, Anatory Ya. Faenov, Timur Zh. Esirkepov,
Alexander S. Pirozhkov, Kenya Matsukawa, Akito Sagisaka, Koichi Ogura, Masato
Kanasaki, Hiromitsu Kiriyama, Yuji Fukuda, Hiroyuki Koura, Masaki Kando,
Tomoya Yamauchi, Yukinobu Watanabe, Sergei V. Bulanov, Kiminori Kondo,
Kenichi Imai and Shoji Nagamiya
|
Towards a novel laser-driven method of exotic nuclei
extraction-acceleration for fundamental physics and technology
|
including supplementary information
| null | null | null |
physics.acc-ph physics.ins-det
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The measurement of properties of exotic nuclei, essential for fundamental
nuclear physics, now confronts a formidable challenge for contemporary
radiofrequency accelerator technology. A promising option can be found in the
combination of state-of-the-art high-intensity short pulse laser system and
nuclear measurement techniques. We propose a novel Laser-driven Exotic Nuclei
extraction-acceleration method (LENex): a femtosecond petawatt laser,
irradiating a target bombarded by an external ion beam, extracts from the
target and accelerates to few GeV highly-charged nuclear reaction products.
Here a proof-of-principle experiment of LENex is presented: a few
hundred-terawatt laser focused onto an aluminum foil, with a small amount of
iron simulating nuclear reaction products, extracts almost fully stripped iron
nuclei and accelerate them up to 0.9 GeV. Our experiments and numerical
simulations show that short-lived, heavy exotic nuclei, with a much larger
charge-to-mass ratio than in conventional technology, can be obtained in the
form of an energetic, low-emittance, high-current beam.
|
[
{
"created": "Mon, 24 Feb 2014 06:10:50 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Nishiuchi",
"Mamiko",
""
],
[
"Sakaki",
"Hironao",
""
],
[
"Nishio",
"Katsuhisa",
""
],
[
"Orlandi",
"Riccard",
""
],
[
"Sako",
"Hiroyuki",
""
],
[
"Pikuz",
"Tatiana. A.",
""
],
[
"Faenov",
"Anatory Ya.",
""
],
[
"Esirkepov",
"Timur Zh.",
""
],
[
"Pirozhkov",
"Alexander S.",
""
],
[
"Matsukawa",
"Kenya",
""
],
[
"Sagisaka",
"Akito",
""
],
[
"Ogura",
"Koichi",
""
],
[
"Kanasaki",
"Masato",
""
],
[
"Kiriyama",
"Hiromitsu",
""
],
[
"Fukuda",
"Yuji",
""
],
[
"Koura",
"Hiroyuki",
""
],
[
"Kando",
"Masaki",
""
],
[
"Yamauchi",
"Tomoya",
""
],
[
"Watanabe",
"Yukinobu",
""
],
[
"Bulanov",
"Sergei V.",
""
],
[
"Kondo",
"Kiminori",
""
],
[
"Imai",
"Kenichi",
""
],
[
"Nagamiya",
"Shoji",
""
]
] |
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] |
1402.5730
|
Derrick Wing Kwan Ng
|
Shiyang Leng, Derrick Wing Kwan Ng, and Robert Schober
|
Power Efficient and Secure Multiuser Communication Systems with Wireless
Information and Power Transfer
|
Accepted for presentation at the IEEE International Conference on
Communications (ICC), Sydney, Australia, 2014
| null | null | null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In this paper, we study resource allocation algorithm design for power
efficient secure communication with simultaneous wireless information and power
transfer (WIPT) in multiuser communication systems. In particular, we focus on
power splitting receivers which are able to harvest energy and decode
information from the received signals. The considered problem is modeled as an
optimization problem which takes into account a minimum required
signal-to-interference-plus-noise ratio (SINR) at multiple desired receivers, a
maximum tolerable data rate at multiple multi-antenna potential eavesdroppers,
and a minimum required power delivered to the receivers. The proposed problem
formulation facilitates the dual use of artificial noise in providing efficient
energy transfer and guaranteeing secure communication. We aim at minimizing the
total transmit power by jointly optimizing transmit beamforming vectors, power
splitting ratios at the desired receivers, and the covariance of the artificial
noise. The resulting non-convex optimization problem is transformed into a
semidefinite programming (SDP) and solved by SDP relaxation. We show that the
adopted SDP relaxation is tight and achieves the global optimum of the original
problem. Simulation results illustrate the significant power saving obtained by
the proposed optimal algorithm compared to suboptimal baseline schemes.
|
[
{
"created": "Mon, 24 Feb 2014 06:11:41 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Leng",
"Shiyang",
""
],
[
"Ng",
"Derrick Wing Kwan",
""
],
[
"Schober",
"Robert",
""
]
] |
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] |
1402.5731
|
Cem Aksoylar
|
Cem Aksoylar and Venkatesh Saligrama
|
Information-Theoretic Bounds for Adaptive Sparse Recovery
|
Accepted to IEEE ISIT 2014. Better presentation and fixed errors
compared to the previous version
| null | null | null |
cs.IT cs.LG math.IT math.ST stat.TH
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We derive an information-theoretic lower bound for sample complexity in
sparse recovery problems where inputs can be chosen sequentially and
adaptively. This lower bound is in terms of a simple mutual information
expression and unifies many different linear and nonlinear observation models.
Using this formula we derive bounds for adaptive compressive sensing (CS),
group testing and 1-bit CS problems. We show that adaptivity cannot decrease
sample complexity in group testing, 1-bit CS and CS with linear sparsity. In
contrast, we show there might be mild performance gains for CS in the sublinear
regime. Our unified analysis also allows characterization of gains due to
adaptivity from a wider perspective on sparse problems.
|
[
{
"created": "Mon, 24 Feb 2014 06:20:34 GMT",
"version": "v1"
},
{
"created": "Tue, 29 Apr 2014 19:18:08 GMT",
"version": "v2"
}
] |
2014-04-30
|
[
[
"Aksoylar",
"Cem",
""
],
[
"Saligrama",
"Venkatesh",
""
]
] |
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] |
1402.5732
|
Christina Birdie
|
N.Kameswara Rao, Christina Birdie, A.Vagiswari
|
Bhavnagar Telescope: the most widely travelled telescope in the country
|
3 pages, 2 figures, Historical notes
|
current science, 2014, vol.106, no.4, 25th Feb
| null | null |
physics.hist-ph astro-ph.IM
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In the last decade of the 19th century Maharaja Takhtasingji Observatory was
built at Poona (1888-1912) under the supervision of K.D.Naegamavala, with the
grant from Maharaja of Bhavnagar (from where the name Bhavnagar Telescope must
have originated. The story of this telescope from its inception to the current
status is traced. IIA Archives has been extensively used to resource
information for this note.
|
[
{
"created": "Mon, 24 Feb 2014 06:35:51 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Rao",
"N. Kameswara",
""
],
[
"Birdie",
"Christina",
""
],
[
"Vagiswari",
"A.",
""
]
] |
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] |
1402.5734
|
Cunsheng Ding
|
Cunsheng Ding, Longjiang Qu, Qiang Wang, Jin Yuan and Pingzhi Yuan
|
Permutation trinomials over finite fields with even characteristic
| null | null | null | null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Permutation polynomials have been a subject of study for a long time and have
applications in many areas of science and engineering. However, only a small
number of specific classes of permutation polynomials are described in the
literature so far. In this paper we present a number of permutation trinomials
over finite fields, which are of different forms.
|
[
{
"created": "Mon, 24 Feb 2014 06:58:44 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Ding",
"Cunsheng",
""
],
[
"Qu",
"Longjiang",
""
],
[
"Wang",
"Qiang",
""
],
[
"Yuan",
"Jin",
""
],
[
"Yuan",
"Pingzhi",
""
]
] |
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] |
1402.5742
|
Ismail Toroslu
|
Ugur Turan, Ismail Hakki Toroslu
|
Secure Logical Schema and Decomposition Algorithm for Proactive Context
Dependent Attribute Based Access Control
|
12 pages
| null | null | null |
cs.DB cs.CR
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Traditional database access control mechanisms use role based methods, with
generally row based and attribute based constraints for granularity, and
privacy is achieved mainly by using views. However if only a set of views
according to policy are made accessible to users, then this set should be
checked against the policy for the whole probable query history. The aim of
this work is to define a proactive decomposition algorithm according to the
attribute based policy rules and build a secure logical schema in which
relations are decomposed into several ones in order to inhibit joins or
inferences that may violate predefined privacy constraints. The attributes
whose association should not be inferred, are defined as having security
dependency among them and they form a new kind of context dependent attribute
based policy rule named as security dependent set. The decomposition algorithm
works on a logical schema with given security dependent sets and aims to
prohibit the inference of the association among the elements of these sets. It
is also proven that the decomposition technique generates a secure logical
schema that is in compliance with the given security dependent set constraints.
|
[
{
"created": "Mon, 24 Feb 2014 07:55:17 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Jul 2014 07:12:46 GMT",
"version": "v2"
}
] |
2014-07-18
|
[
[
"Turan",
"Ugur",
""
],
[
"Toroslu",
"Ismail Hakki",
""
]
] |
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] |
1402.5743
|
Shen Huang
|
Shen Huang, Hongfei Cui, Yiming Ding
|
Evaluation of node importance in complex networks
| null | null | null | null |
cs.SI physics.soc-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The assessment of node importance has been a fundamental issue in the
research of complex networks. In this paper, we propose to use the
Shannon-Parry measure (SPM) to evaluate the importance of a node
quantitatively, because SPM is the stationary distribution of the most
unprejudiced random walk on the network. We demonstrate the accuracy and
robustness of SPM compared with several popular methods in the Zachary karate
club network and three toy networks. We apply SPM to analyze the city
importance of China Railways High-speed (CRH) network, and obtain reasonable
results. Since SPM can be used effectively in weighted and directed network, we
believe it is a relevant method to identify key nodes in networks.
|
[
{
"created": "Mon, 24 Feb 2014 08:08:22 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Huang",
"Shen",
""
],
[
"Cui",
"Hongfei",
""
],
[
"Ding",
"Yiming",
""
]
] |
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] |
1402.5745
|
Mohamed El-Zawawy Dr.
|
Mohamed A. El-Zawawy
|
Distributed Data and Programs Slicing
|
9 pages, 8 figures
|
Life Science Journal, 2013, 10(4), pp. 1361--1369
| null | null |
cs.PL cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This paper presents a new technique for data slicing of distributed programs
running on a hierarchy of machines. Data slicing can be realized as a program
transformation that partitions heaps of machines in a hierarchy into
independent regions. Inside each region of each machine, pointers preserve the
original pointer structures in the original heap hierarchy. Each heap component
of the base type (e.g., the integer type) goes only to a region of one of the
heaps. The proposed technique has the shape of a system of inference rules. In
addition, this paper presents a simply structure type system to decide type
soundness of distributed programs. Using this type system, a mathematical proof
that the proposed slicing technique preserves typing properties is outlined in
this paper as well.
|
[
{
"created": "Mon, 24 Feb 2014 08:23:34 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"El-Zawawy",
"Mohamed A.",
""
]
] |
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] |
1402.5748
|
Aarti
|
Aarti, Sanjiv Kumar Tomar
|
A Parametric Chain based Routing Approach for Underwater Sensor Network
|
4 pages,1 figure
|
International Journal of Computer Trends and Technology (IJCTT) ,
4(1): 1492-1495, May 2013, Published by Seventh Sense Research Group
| null | null |
cs.NI cs.DC
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A sensor network is one of the critical networks that is based on hardware
components as well the energy parameters. Because of this, such network
requires the optimization in all kind communication to improve the network
life. In case of underwater sensor network, the criticality of network is also
increased because of the random floating movement of the nodes. In this work, a
composition of the multicast or broadcast communication is presented by the
generation of aggregative path. The presented work is about to define a new
chain based aggregative routing approach to provide the effective communication
over the network. In this work, an effective aggregative path is suggested
under the different parameters of energy, distance and congestion analysis.
Based on these parameters a trustful aggregative route will be generated so
that the network life will be improved.
|
[
{
"created": "Mon, 24 Feb 2014 08:44:46 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Aarti",
"",
""
],
[
"Tomar",
"Sanjiv Kumar",
""
]
] |
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] |
1402.5749
|
Richard McClatchey
|
R. McClatchey, A. Branson, A. Anjum, P. Bloodsworth, I. Habib, K.
Munir, J. Shamdasani, K. Soomro and the neuGRID Consortium
|
Providing Traceability for Neuroimaging Analyses
|
17 pages, 9 figures, 2 tables
|
International Journal of Medical Informatics, 82 (2013) pp 882-894
Elsevier publishers
|
10.1016/j.ijmedinf.2013.05.005
| null |
cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
With the increasingly digital nature of biomedical data and as the complexity
of analyses in medical research increases, the need for accurate information
capture, traceability and accessibility has become crucial to medical
researchers in the pursuance of their research goals. Grid- or Cloud-based
technologies, often based on so-called Service Oriented Architectures (SOA),
are increasingly being seen as viable solutions for managing distributed data
and algorithms in the bio-medical domain. For neuroscientific analyses,
especially those centred on complex image analysis, traceability of processes
and datasets is essential but up to now this has not been captured in a manner
that facilitates collaborative study. Over the past decade, we have been
working with mammographers, paediatricians and neuroscientists in three
generations of projects to provide the data management and provenance services
now required for 21st century medical research. This paper outlines the finding
of a requirements study and a resulting system architecture for the production
of services to support neuroscientific studies of biomarkers for Alzheimers
Disease. The paper proposes a software infrastructure and services that provide
the foundation for such support. It introduces the use of the CRISTAL software
to provide provenance management as one of a number of services delivered on a
SOA, deployed to manage neuroimaging projects that have been studying
biomarkers for Alzheimers disease.
|
[
{
"created": "Mon, 24 Feb 2014 08:44:49 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"McClatchey",
"R.",
""
],
[
"Branson",
"A.",
""
],
[
"Anjum",
"A.",
""
],
[
"Bloodsworth",
"P.",
""
],
[
"Habib",
"I.",
""
],
[
"Munir",
"K.",
""
],
[
"Shamdasani",
"J.",
""
],
[
"Soomro",
"K.",
""
],
[
"Consortium",
"the neuGRID",
""
]
] |
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] |
1402.5750
|
YuLi Sun
|
Yuli Sun and Jinxu Tao
|
A new inexact iterative hard thresholding algorithm for compressed
sensing
|
9 pages, 2 figures, 1 table
| null | null | null |
cs.IT math.IT
|
http://creativecommons.org/licenses/by-nc-sa/3.0/
|
Compressed sensing (CS) demonstrates that a sparse, or compressible signal
can be acquired using a low rate acquisition process below the Nyquist rate,
which projects the signal onto a small set of vectors incoherent with the
sparsity basis. In this paper, we propose a new framework for compressed
sensing recovery problem using iterative approximation method via L0
minimization. Instead of directly solving the unconstrained L0 norm
optimization problem, we use the linearization and proximal points techniques
to approximate the penalty function at each iteration. The proposed algorithm
is very simple, efficient, and proved to be convergent. Numerical simulation
demonstrates our conclusions and indicates that the algorithm can improve the
reconstruction quality.
|
[
{
"created": "Mon, 24 Feb 2014 08:56:58 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Sun",
"Yuli",
""
],
[
"Tao",
"Jinxu",
""
]
] |
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] |
1402.5753
|
Richard McClatchey
|
Andrew Branson, Richard McClatchey, Jean-Marie Le Goff and Jetendr
Shamdasani
|
CRISTAL : A Practical Study in Designing Systems to Cope with Change
|
20mpages, 5 figures, 1 table
|
Information Systems 42 (2014), pp 139-152 Elsevier Publishers
|
10.1016/j.is.2013.12.009
| null |
cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Software engineers frequently face the challenge of developing systems whose
requirements are likely to change in order to adapt to organizational
reconfigurations or other external pressures. Evolving requirements present
difficulties, especially in environments in which business agility demands
shorter development times and responsive prototyping. This paper uses a study
from CERN in Geneva to address these research questions by employing a
description-driven approach that is responsive to changes in user requirements
and that facilitates dynamic system reconfiguration. The study describes how
handling descriptions of objects in practice alongside their instances (making
the objects self-describing) can mediate the effects of evolving user
requirements on system development. This paper reports on and draws lessons
from the practical use of a description-driven system over time. It also
identifies lessons that can be learned from adopting such a self-describing
description-driven approach in future software development.
|
[
{
"created": "Mon, 24 Feb 2014 08:59:34 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Branson",
"Andrew",
""
],
[
"McClatchey",
"Richard",
""
],
[
"Goff",
"Jean-Marie Le",
""
],
[
"Shamdasani",
"Jetendr",
""
]
] |
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] |
1402.5757
|
Richard McClatchey
|
Kamran Munir, Saad Liaquat Kiani, Khawar Hasham, Richard McClatchey,
Andrew Branson, Jetendr Shamdasani and the N4U Consortium
|
An Integrated e-science Analysis Base for Computation Neuroscience
Experiments and Analysis
|
8 pages & 4 figures
|
Procedia - Social and Behavioral Sciences. Vol 73 pp 85-92 (2013)
Elsevier Publishers
|
10.1016/j.sbspro.2013.02.026.
| null |
cs.SE cs.CE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Recent developments in data management and imaging technologies have
significantly affected diagnostic and extrapolative research in the
understanding of neurodegenerative diseases. However, the impact of these new
technologies is largely dependent on the speed and reliability with which the
medical data can be visualised, analysed and interpreted. The EUs neuGRID for
Users (N4U) is a follow-on project to neuGRID, which aims to provide an
integrated environment to carry out computational neuroscience experiments.
This paper reports on the design and development of the N4U Analysis Base and
related Information Services, which addresses existing research and practical
challenges by offering an integrated medical data analysis environment with the
necessary building blocks for neuroscientists to optimally exploit neuroscience
workflows, large image datasets and algorithms in order to conduct analyses.
The N4U Analysis Base enables such analyses by indexing and interlinking the
neuroimaging and clinical study datasets stored on the N4U Grid infrastructure,
algorithms and scientific workflow definitions along with their associated
provenance information.
|
[
{
"created": "Mon, 24 Feb 2014 09:14:44 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Munir",
"Kamran",
""
],
[
"Kiani",
"Saad Liaquat",
""
],
[
"Hasham",
"Khawar",
""
],
[
"McClatchey",
"Richard",
""
],
[
"Branson",
"Andrew",
""
],
[
"Shamdasani",
"Jetendr",
""
],
[
"Consortium",
"the N4U",
""
]
] |
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] |
1402.5758
|
Shipra Agrawal
|
Shipra Agrawal and Nikhil R. Devanur
|
Bandits with concave rewards and convex knapsacks
| null | null | null | null |
cs.LG
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In this paper, we consider a very general model for exploration-exploitation
tradeoff which allows arbitrary concave rewards and convex constraints on the
decisions across time, in addition to the customary limitation on the time
horizon. This model subsumes the classic multi-armed bandit (MAB) model, and
the Bandits with Knapsacks (BwK) model of Badanidiyuru et al.[2013]. We also
consider an extension of this model to allow linear contexts, similar to the
linear contextual extension of the MAB model. We demonstrate that a natural and
simple extension of the UCB family of algorithms for MAB provides a polynomial
time algorithm that has near-optimal regret guarantees for this substantially
more general model, and matches the bounds provided by Badanidiyuru et
al.[2013] for the special case of BwK, which is quite surprising. We also
provide computationally more efficient algorithms by establishing interesting
connections between this problem and other well studied problems/algorithms
such as the Blackwell approachability problem, online convex optimization, and
the Frank-Wolfe technique for convex optimization. We give examples of several
concrete applications, where this more general model of bandits allows for
richer and/or more efficient formulations of the problem.
|
[
{
"created": "Mon, 24 Feb 2014 09:27:18 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Agrawal",
"Shipra",
""
],
[
"Devanur",
"Nikhil R.",
""
]
] |
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] |
1402.5759
|
Anne-Kathrin Schmuck
|
Anne-Kathrin Schmuck and J\"org Raisch
|
Asynchronous $l$-Complete Approximations
| null | null | null | null |
cs.SY
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This paper extends the $l$-complete approximation method developed for time
invariant systems to a larger system class, ensuring that the resulting
approximation can be realized by a finite state machine. To derive the new
abstraction method, called asynchronous $l$-complete approximation, an
asynchronous version of the well-known concepts of state property, memory span
and $l$-completeness is introduced, extending the behavioral systems theory in
a consistent way.
|
[
{
"created": "Mon, 24 Feb 2014 09:38:51 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Schmuck",
"Anne-Kathrin",
""
],
[
"Raisch",
"Jörg",
""
]
] |
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] |
1402.5760
|
Sylwester Przybyl Dr
|
Sylwester Przybyl and Piotr Pieranski
|
High resolution portrait of the ideal trefoil knot
|
14 figures
| null |
10.1088/1751-8113/47/28/285201
| null |
physics.comp-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The shape of the most tight trefoil knot with N=200640 vertices found with an
appropriately modified finite element method is analyzed. The high number of
vertices makes plots of its curvature and torsion very precise what allows the
authors to formulate new, firmly justified conjectures concerning the shape of
the ideal trefoil knot.
|
[
{
"created": "Mon, 24 Feb 2014 09:40:52 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Przybyl",
"Sylwester",
""
],
[
"Pieranski",
"Piotr",
""
]
] |
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] |
1402.5761
|
Zijia Li
|
Zijia Li and Josef Schicho
|
A Technique for Deriving Equational Conditions on the Denavit-Hartenberg
Parameters of 6R Linkages that are Necessary for Movability
| null |
Mechanism and Machine Theory 94 (2015)
|
10.1016/j.mechmachtheory.2015.07.010
| null |
cs.RO cs.SC
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A closed 6R linkage is generically rigid. Special cases may be mobile. Many
families of mobile 6R linkages have been characterised in terms of the
invariant Denavit-Hartenberg parameters of the linkage. In other words, many
sufficient conditions for mobility are known. In this paper we give, for the
first time, equational conditions on the invariant Denavit-Hartenberg
parameters that are necessary for mobility. The method is based on the theory
of bonds. We illustrate the method by deriving the equational conditions for
various well-known linkages (Bricard's line symmetric linkage, Hooke's linkage,
Dietmaier's linkage, and recent a generalization of Bricard's orthogonal
linkage), starting from their bond diagrams; and by deriving the equations for
another bond diagram, thereby discovering a new mobile 6R linkage.
|
[
{
"created": "Mon, 24 Feb 2014 09:45:18 GMT",
"version": "v1"
},
{
"created": "Tue, 25 Feb 2014 16:07:23 GMT",
"version": "v2"
},
{
"created": "Tue, 25 Aug 2015 09:21:15 GMT",
"version": "v3"
}
] |
2015-08-26
|
[
[
"Li",
"Zijia",
""
],
[
"Schicho",
"Josef",
""
]
] |
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] |
1402.5764
|
Richard McClatchey
|
Richard McClatchey, Andrew Branson and Jetendr Shamdasani
|
Designing Reusable Systems that Can Handle Change - Description-Driven
Systems : Revisiting Object-Oriented Principles
|
8 pages, 1 figure and 1 table. Accepted by the 9th Int Conf on the
Evaluation of Novel Approaches to Software Engineering (ENASE'14). Lisbon,
Portugal. April 2014
| null | null | null |
cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In the age of the Cloud and so-called Big Data systems must be increasingly
flexible, reconfigurable and adaptable to change in addition to being developed
rapidly. As a consequence, designing systems to cater for evolution is becoming
critical to their success. To be able to cope with change, systems must have
the capability of reuse and the ability to adapt as and when necessary to
changes in requirements. Allowing systems to be self-describing is one way to
facilitate this. To address the issues of reuse in designing evolvable systems,
this paper proposes a so-called description-driven approach to systems design.
This approach enables new versions of data structures and processes to be
created alongside the old, thereby providing a history of changes to the
underlying data models and enabling the capture of provenance data. The
efficacy of the description-driven approach is exemplified by the CRISTAL
project. CRISTAL is based on description-driven design principles; it uses
versions of stored descriptions to define various versions of data which can be
stored in diverse forms. This paper discusses the need for capturing holistic
system description when modelling large-scale distributed systems.
|
[
{
"created": "Mon, 24 Feb 2014 09:48:15 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"McClatchey",
"Richard",
""
],
[
"Branson",
"Andrew",
""
],
[
"Shamdasani",
"Jetendr",
""
]
] |
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] |
1402.5766
|
Adriana Romero
|
Adriana Romero, Petia Radeva and Carlo Gatta
|
No more meta-parameter tuning in unsupervised sparse feature learning
| null | null | null | null |
cs.LG cs.CV
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We propose a meta-parameter free, off-the-shelf, simple and fast unsupervised
feature learning algorithm, which exploits a new way of optimizing for
sparsity. Experiments on STL-10 show that the method presents state-of-the-art
performance and provides discriminative features that generalize well.
|
[
{
"created": "Mon, 24 Feb 2014 09:49:04 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Romero",
"Adriana",
""
],
[
"Radeva",
"Petia",
""
],
[
"Gatta",
"Carlo",
""
]
] |
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] |
1402.5768
|
Richard McClatchey
|
David Manset, Richard McClatchey and Herve Verjus
|
Model Driven Engineering for Science Gateways
|
10 pages, 6 figures and 1 table. 14th International Conference on
Enterprise Information Systems (ICEIS) Vol 2 pp 421-431 ISBN
978-989-8565-11-2 . Wroclaw, Poland. July 2012
| null | null | null |
cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
From n-Tier client/server applications, to more complex academic Grids, or
even the most recent and promising industrial Clouds, the last decade has
witnessed significant developments in distributed computing. In spite of this
conceptual heterogeneity, Service-Oriented Architectures (SOA) seem to have
emerged as the common underlying abstraction paradigm. Suitable access to data
and applications resident in SOAs via so-called Science Gateways has thus
become a pressing need in various fields of science, in order to realize the
benefits of Grid and Cloud infrastructures. In this context, authors have
consolidated work from three complementary experiences in European projects,
which have developed and deployed large-scale production quality
infrastructures as Science Gateways to support research in breast cancer,
paediatric diseases and neurodegenerative pathologies respectively. In
analysing the requirements from these biomedical applications the authors were
able to elaborate on commonly faced Grid development issues, while proposing an
adaptable and extensible engineering framework for Science Gateways. This paper
thus proposes the application of an architecture-centric Model-Driven
Engineering (MDE) approach to service-oriented developments, making it possible
to define Science Gateways that satisfy quality of service requirements,
execution platform and distribution criteria at design time. An novel
investigation is presented on the applicability of the resulting grid MDE
(gMDE) to specific examples, and conclusions are drawn on the benefits of this
approach and its possible application to other areas, in particular that of
Distributed Computing Infrastructures (DCI) interoperability.
|
[
{
"created": "Mon, 24 Feb 2014 09:56:34 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Manset",
"David",
""
],
[
"McClatchey",
"Richard",
""
],
[
"Verjus",
"Herve",
""
]
] |
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] |
1402.5769
|
Atsushi Miyauchi
|
Tomomi Matsui, Noriyoshi Sukegawa, Atsushi Miyauchi
|
Fractional programming formulation for the vertex coloring problem
|
6 pages, 5 tables
|
Information Processing Letters 114, 706-709 (2014)
|
10.1016/j.ipl.2014.06.010
| null |
cs.DS
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We devise a new formulation for the vertex coloring problem. Different from
other formulations, decision variables are associated with the pairs of
vertices. Consequently, colors will be distinguishable. Although the objective
function is fractional, it can be replaced by a piece-wise linear convex
function. Numerical experiments show that our formulation has significantly
good performance for dense graphs.
|
[
{
"created": "Mon, 24 Feb 2014 10:01:07 GMT",
"version": "v1"
}
] |
2015-01-12
|
[
[
"Matsui",
"Tomomi",
""
],
[
"Sukegawa",
"Noriyoshi",
""
],
[
"Miyauchi",
"Atsushi",
""
]
] |
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] |
1402.5770
|
Richard McClatchey
|
Theo Lynn, Philip Healy, Richard McClatchey, John Morrison, Claus Pahl
and Brian Lee
|
The Case for Cloud Service Trustmarks and Assurance-as-a-Service
|
6 pages and 1 figure
| null | null |
3rd Int Conf on Cloud Computing and Services Science (CLOSER).
Aachen, Germany May 2013. SciTePress
|
cs.DC cs.CY
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Cloud computing represents a significant economic opportunity for Europe.
However, this growth is threatened by adoption barriers largely related to
trust. This position paper examines trust and confidence issues in cloud
computing and advances a case for addressing them through the implementation of
a novel trustmark scheme for cloud service providers. The proposed trustmark
would be both active and dynamic featuring multi-modal information about the
performance of the underlying cloud service. The trustmarks would be informed
by live performance data from the cloud service provider, or ideally an
independent third-party accountability and assurance service that would
communicate up-to-date information relating to service performance and
dependability. By combining assurance measures with a remediation scheme, cloud
service providers could both signal dependability to customers and the wider
marketplace and provide customers, auditors and regulators with a mechanism for
determining accountability in the event of failure or non-compliance. As a
result, the trustmarks would convey to consumers of cloud services and other
stakeholders that strong assurance and accountability measures are in place for
the service in question and thereby address trust and confidence issues in
cloud computing.
|
[
{
"created": "Mon, 24 Feb 2014 10:05:04 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Lynn",
"Theo",
""
],
[
"Healy",
"Philip",
""
],
[
"McClatchey",
"Richard",
""
],
[
"Morrison",
"John",
""
],
[
"Pahl",
"Claus",
""
],
[
"Lee",
"Brian",
""
]
] |
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] |
1402.5773
|
Richard McClatchey
|
Richard McClatchey
|
Data Management Challenges in Paediatric Information Systems
|
16 pages, 4 figures, 1 table. arXiv admin note: substantial text
overlap with arXiv:0812.2874, arXiv:cs/0603036, arXiv:0707.0763
|
Chapter in From Physics into Daily Life - How Knowledge Transfer
Changed Biology, Medicine and Healthcare. Ed B. Bressan. Wiley Publishers,
2014
| null | null |
cs.DB cs.CY
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
There is a compelling demand for the data integration and exploitation of
heterogeneous biomedical information for improved clinical practice, medical
research, and personalised healthcare across the EU. The area of paediatric
information integration is particularly challenging since the patients
physiology changes with growth and different aspects of health being regularly
monitored over extended periods of time. Paediatricians require access to
heterogeneous data sets, often collected in different locations with different
apparatus and over extended timescales. Using a Grid platform originally
developed for physics at CERN and a novel integrated semantic data model the
Health-e-Child project has developed an integrated healthcare platform for
European paediatrics, providing seamless integration of traditional and
emerging sources of biomedical data. The long-term goal of the project was to
provide uninhibited access to universal biomedical knowledge repositories for
personalised and preventive healthcare, large-scale information-based
biomedical research and training, and informed policy making. The project built
a Grid-enabled european network of leading clinical centres that can share and
annotate paediatric data, can validate systems clinically, and diffuse clinical
excellence across Europe by setting up new technologies, clinical workflows,
and standards. The Health-e-Child project highlights data management challenges
for the future of European paediatric healthcare and is the subject of this
chapter.
|
[
{
"created": "Mon, 24 Feb 2014 10:21:01 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"McClatchey",
"Richard",
""
]
] |
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] |
1402.5774
|
Da-Cheng Nie
|
Da-Cheng Nie, Ya-Hui An, Qiang Dong, Yan Fu and Tao Zhou
|
Information Filtering via Balanced Diffusion on Bipartite Networks
|
13 pages, 6 figures
| null | null | null |
cs.IR
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Recent decade has witnessed the increasing popularity of recommender systems,
which help users acquire relevant commodities and services from overwhelming
resources on Internet. Some simple physical diffusion processes have been used
to design effective recommendation algorithms for user-object bipartite
networks, typically mass diffusion (MD) and heat conduction (HC) algorithms
which have different advantages respectively on accuracy and diversity. In this
paper, we investigate the effect of weight assignment in the hybrid of MD and
HC, and find that a new hybrid algorithm of MD and HC with balanced weights
will achieve the optimal recommendation results, we name it balanced diffusion
(BD) algorithm. Numerical experiments on three benchmark data sets, MovieLens,
Netflix and RateYourMusic (RYM), show that the performance of BD algorithm
outperforms the existing diffusion-based methods on the three important
recommendation metrics, accuracy, diversity and novelty. Specifically, it can
not only provide accurately recommendation results, but also yield higher
diversity and novelty in recommendations by accurately recommending unpopular
objects.
|
[
{
"created": "Mon, 24 Feb 2014 10:26:39 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Nie",
"Da-Cheng",
""
],
[
"An",
"Ya-Hui",
""
],
[
"Dong",
"Qiang",
""
],
[
"Fu",
"Yan",
""
],
[
"Zhou",
"Tao",
""
]
] |
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] |
1402.5776
|
Jean-Luc Robyr Dr.
|
Jean-Luc Robyr, Paul Knowles and Antoine Weis
|
Measurement of the scalar third-order electric polarizability of the Cs
ground state using CPT-spectroscopy in Ramsey geometry
|
15 pages, 16 figures
| null | null | null |
physics.atom-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The AC Stark shift induced by blackbody radiation is a major source of
systematic uncertainty in present-day cesium microwave frequency standards. The
shift is parametrized in terms of a third-order electric polarizability
$\alpha_0^{(3)}$ that can be inferred from the static electric field
displacement of the clock transition resonance. In this paper, we report on an
all-optical CPT pump-probe experiment measuring the differential polarizability
$\Delta \alpha_0^{(3)} = \alpha_0^{(3)}(F{=}4) - \alpha_0^{(3)}(F{=}3)$ on a
thermal Cs atomic beam, from which we infer $ \alpha_0^{(3)}(F{=}4) =
2.023(6)_{stat}(9)_{syst}~Hz/(kV/cm)^2$, which corresponds to a scalar Stark
shift parameter $ k_{s} = -2.312(7)_{stat}(10)_{syst}~Hz/(kV/cm)^2$. The result
agrees within two standard deviations with a recent measurement in an atomic
fountain, and rules out another recent result obtained in a Cs vapor cell.
|
[
{
"created": "Mon, 24 Feb 2014 10:28:11 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Robyr",
"Jean-Luc",
""
],
[
"Knowles",
"Paul",
""
],
[
"Weis",
"Antoine",
""
]
] |
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] |
1402.5781
|
Karthik Ramachandra
|
Karthik Ramachandra and Mahendra Chavan and Ravindra Guravannavar and
S Sudarshan
|
Program Transformations for Asynchronous and Batched Query Submission
|
14 pages
| null |
10.1109/TKDE.2014.2334302
| null |
cs.DB
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The performance of database/Web-service backed applications can be
significantly improved by asynchronous submission of queries/requests well
ahead of the point where the results are needed, so that results are likely to
have been fetched already when they are actually needed. However, manually
writing applications to exploit asynchronous query submission is tedious and
error-prone. In this paper we address the issue of automatically transforming a
program written assuming synchronous query submission, to one that exploits
asynchronous query submission. Our program transformation method is based on
data flow analysis and is framed as a set of transformation rules. Our rules
can handle query executions within loops, unlike some of the earlier work in
this area. We also present a novel approach that, at runtime, can combine
multiple asynchronous requests into batches, thereby achieving the benefits of
batching in addition to that of asynchronous submission. We have built a tool
that implements our transformation techniques on Java programs that use JDBC
calls; our tool can be extended to handle Web service calls. We have carried
out a detailed experimental study on several real-life applications, which
shows the effectiveness of the proposed rewrite techniques, both in terms of
their applicability and the performance gains achieved.
|
[
{
"created": "Mon, 24 Feb 2014 10:39:44 GMT",
"version": "v1"
}
] |
2014-07-29
|
[
[
"Ramachandra",
"Karthik",
""
],
[
"Chavan",
"Mahendra",
""
],
[
"Guravannavar",
"Ravindra",
""
],
[
"Sudarshan",
"S",
""
]
] |
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] |
1402.5782
|
Waldemar Ulmer H
|
W. Ulmer
|
A new calculation formula of the nuclear cross-section of therapeutic
protons
|
Preprint
| null | null | null |
physics.med-ph
|
http://creativecommons.org/licenses/by/3.0/
|
We have previously developed for nuclear cross-sections of therapeutic
protons a calculation model, which is founded on the collective model as well
as a quantum mechanical many particle problem to derive the S matrix and
transition probabilities. In this communication, we show that the resonances
can be derived by shifted Gaussian functions, whereas the unspecific nuclear
interaction compounds can be represented by an error function, which also
provides the asymptotic behavior. The energy shifts can be interpreted in terms
of necessary domains of energy to excite typical nuclear processes. Thus the
necessary formulas referring to previous calculations of nuclear cross-sections
will be represented in section 2. The mass number AN determines the strong
interaction range. The threshold energy ETh of the energy barrier is determined
by the condition Estrong = ECoulomb. A linear combination of Gaussians, which
contain additional energy shifts, and an error function incorporate a possible
representation of Fermi-Dirac statistics, which is applied here to nuclear
excitations and reaction with release of secondary particles. The new
calculation formula provides a better understanding of different types of
resonances occurring in nuclear interactions with protons. The present study is
mainly a continuation of previous papers.
|
[
{
"created": "Mon, 24 Feb 2014 10:44:41 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Ulmer",
"W.",
""
]
] |
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] |
1402.5783
|
Karim Abu-Affash
|
Karim Abu-Affash, Paz Carmi and Anat Parush Tzur
|
Dual Power Assignment via Second Hamiltonian Cycle
| null | null | null | null |
cs.DM cs.CG
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A power assignment is an assignment of transmission power to each of the
wireless nodes of a wireless network, so that the induced graph satisfies some
desired properties. The cost of a power assignment is the sum of the assigned
powers. In this paper, we consider the dual power assignment problem, in which
each wireless node is assigned a high- or low-power level, so that the induced
graph is strongly connected and the cost of the assignment is minimized. We
improve the best known approximation ratio from
$\frac{\pi^2}{6}-\frac{1}{36}+\epsilon\thickapprox 1.617$ to
$\frac{11}{7}\thickapprox 1.571$.
Moreover, we show that the algorithm of Khuller et al. for the strongly
connected spanning subgraph problem, which achieves an approximation ratio of
$1.61$, is $1.522$-approximation algorithm for symmetric directed graphs.
The innovation of this paper is in achieving these results via utilizing
interesting properties for the existence of a second Hamiltonian cycle.
|
[
{
"created": "Mon, 24 Feb 2014 10:44:53 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Abu-Affash",
"Karim",
""
],
[
"Carmi",
"Paz",
""
],
[
"Tzur",
"Anat Parush",
""
]
] |
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] |
1402.5784
|
Daniel Quevedo E
|
Yuzhe Li, Daniel E. Quevedo, Vincent Lau, Subhrakanti Dey and Ling Shi
|
Transmission Power Scheduling for Energy Harvesting Sensor in Remote
State Estimation
|
Extended version of article to be published in the Proceedings of the
19th IFAC World Congress, 2014
| null | null | null |
math.OC cs.SY
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We study remote estimation in a wireless sensor network. Instead of using a
conventional battery-powered sensor, a sensor equipped with an energy harvester
which can obtain energy from the external environment is utilized. We formulate
this problem into an infinite time-horizon Markov decision process and provide
the optimal sensor transmission power control strategy. In addition, a
sub-optimal strategy which is easier to implement and requires less computation
is presented. A numerical example is provided to illustrate the implementation
of the sub-optimal policy and evaluation of its estimation performance.
|
[
{
"created": "Mon, 24 Feb 2014 10:49:14 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Li",
"Yuzhe",
""
],
[
"Quevedo",
"Daniel E.",
""
],
[
"Lau",
"Vincent",
""
],
[
"Dey",
"Subhrakanti",
""
],
[
"Shi",
"Ling",
""
]
] |
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] |
1402.5792
|
Seyed Mostafa Kia
|
Seyed Mostafa Kia, Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi
Moghaddam, Amer Namazi
|
A Novel Scheme for Intelligent Recognition of Pornographic Images
| null | null | null | null |
cs.CV
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Harmful contents are rising in internet day by day and this motivates the
essence of more research in fast and reliable obscene and immoral material
filtering. Pornographic image recognition is an important component in each
filtering system. In this paper, a new approach for detecting pornographic
images is introduced. In this approach, two new features are suggested. These
two features in combination with other simple traditional features provide
decent difference between porn and non-porn images. In addition, we applied
fuzzy integral based information fusion to combine MLP (Multi-Layer Perceptron)
and NF (Neuro-Fuzzy) outputs. To test the proposed method, performance of
system was evaluated over 18354 download images from internet. The attained
precision was 93% in TP and 8% in FP on training dataset, and 87% and 5.5% on
test dataset. Achieved results verify the performance of proposed system versus
other related works.
|
[
{
"created": "Mon, 24 Feb 2014 11:15:04 GMT",
"version": "v1"
},
{
"created": "Wed, 25 Jun 2014 14:04:13 GMT",
"version": "v2"
},
{
"created": "Mon, 29 Sep 2014 22:15:26 GMT",
"version": "v3"
}
] |
2014-10-01
|
[
[
"Kia",
"Seyed Mostafa",
""
],
[
"Rahmani",
"Hossein",
""
],
[
"Mortezaei",
"Reza",
""
],
[
"Moghaddam",
"Mohsen Ebrahimi",
""
],
[
"Namazi",
"Amer",
""
]
] |
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] |
1402.5797
|
Zoltan Donko
|
P. Magyar, Z. Donko, G. J. Kalman, K. I. Golden
|
Linear and quadratic static response functions and structure functions
in Yukawa liquids
| null | null |
10.1103/PhysRevE.90.023102
| null |
physics.plasm-ph cond-mat.stat-mech
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We compute linear and quadratic static density response functions of
three-dimensional Yukawa liquids by applying an external perturbation potential
in molecular dynamics simulations. The response functions are also obtained
from the equilibrium fluctuations (static structure factors) in the system via
the fluctuation-dissipation theorems. The good agreement of the quadratic
response functions, obtained in the two different ways confirms the quadratic
fluctuation-dissipation theorem. We also find that the three-point structure
function may be factorizable into two-point structure functions, leading to a
cluster representation of the equilibrium triplet correlation function.
|
[
{
"created": "Mon, 24 Feb 2014 11:49:09 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Magyar",
"P.",
""
],
[
"Donko",
"Z.",
""
],
[
"Kalman",
"G. J.",
""
],
[
"Golden",
"K. I.",
""
]
] |
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] |
1402.5802
|
Christophe Vaillant
|
C L Vaillant, M P A Jones and R M Potvliege
|
Multichannel Quantum Defect Theory of Strontium Rydberg Series
|
22 pages, 14 figures
|
J. Phys. B: At. Mol. Opt. Phys. 47 (2014) 155001
|
10.1088/0953-4075/47/15/155001
| null |
physics.atom-ph quant-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Using the reactance matrix approach, we systematically develop new
multichannel quantum defect theory models for the singlet and triplet S, P, D
and F states of strontium based on improved energy level measurements. The new
models reveal additional insights into the character of doubly excited
perturber states, and the improved energy level measurements for certain series
allow fine structure to be resolved for those series' perturbers. Comparison
between the predictions of the new models and those of previous empirical and
\emph{ab initio} studies reveals good agreement with most series, however some
discrepancies are highlighted. Using the multichannel quantum defect theory
wave functions derived from our models we calculate other observables such as
Land\'e $g_J$-factors and radiative lifetimes. The analysis reveals the impact
of perturbers on the Rydberg state properties of divalent atoms, highlighting
the importance of including two-electron effects in the calculations of these
properties. The work enables future investigations of properties such as Stark
maps and long-range interactions of Rydberg states of strontium.
|
[
{
"created": "Mon, 24 Feb 2014 11:53:24 GMT",
"version": "v1"
}
] |
2014-07-17
|
[
[
"Vaillant",
"C L",
""
],
[
"Jones",
"M P A",
""
],
[
"Potvliege",
"R M",
""
]
] |
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] |
1402.5803
|
Fabien Lauer
|
Fabien Lauer (LORIA), Henrik Ohlsson
|
Sparse phase retrieval via group-sparse optimization
| null | null | null | null |
cs.IT cs.LG math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This paper deals with sparse phase retrieval, i.e., the problem of estimating
a vector from quadratic measurements under the assumption that few components
are nonzero. In particular, we consider the problem of finding the sparsest
vector consistent with the measurements and reformulate it as a group-sparse
optimization problem with linear constraints. Then, we analyze the convex
relaxation of the latter based on the minimization of a block l1-norm and show
various exact recovery and stability results in the real and complex cases.
Invariance to circular shifts and reflections are also discussed for real
vectors measured via complex matrices.
|
[
{
"created": "Mon, 24 Feb 2014 11:55:04 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Lauer",
"Fabien",
"",
"LORIA"
],
[
"Ohlsson",
"Henrik",
""
]
] |
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] |
1402.5805
|
Eric Hitimana
|
Eric Hitimana and Oubong Gwun
|
Automatic Estimation of Live Coffee Leaf Infection based on Image
Processing Techniques
|
SIPP 2014 : Second International Conference on Signal, Image
Processing and Pattern Recognition,Sydney, Australia
| null |
10.5121/csit.2014.4221
| null |
cs.CV
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Image segmentation is the most challenging issue in computer vision
applications. And most difficulties for crops management in agriculture are the
lack of appropriate methods for detecting the leaf damage for pests treatment.
In this paper we proposed an automatic method for leaf damage detection and
severity estimation of coffee leaf by avoiding defoliation. After enhancing the
contrast of the original image using LUT based gamma correction, the image is
processed to remove the background, and the output leaf is clustered using
Fuzzy c-means segmentation in V channel of YUV color space to maximize all leaf
damage detection, and finally, the severity of leaf is estimated in terms of
ratio for leaf pixel distribution between the normal and the detected leaf
damage. The results in each proposed method was compared to the current
researches and the accuracy is obvious either in the background removal or
damage detection.
|
[
{
"created": "Mon, 24 Feb 2014 12:06:40 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Hitimana",
"Eric",
""
],
[
"Gwun",
"Oubong",
""
]
] |
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] |
1402.5814
|
Fei Xu
|
Fei Xu, Jun-long Kou, Jin-hui Chen, Ye Chen and Yan-qing Lu
|
Platform for enhanced light-graphene interaction length and
miniaturizing fiber stereo-devices
|
6 figures
|
Optica, Vol. 1, Iss. 5, p. 307 (2014)
|
10.1364/OPTICA.1.000307
| null |
physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Sufficient light-matter interactions are important for waveguide-coupled
graphene optoelectronic devices. Using a microfiber-based lab-on-a-rod
technique, we present a platform for ultra-long light-graphene interaction and
design graphene-integrated helical microfiber (MF) devices. Using this
approach, we experimentally demonstrate an in-line stereo polarizer by wrapping
an MF on a rod pretreated with a graphene sheet. The device operates as a
broadband (450 nm wavelength) polarizer capable of achieving an extinction
ratio (ER) as high as ~8 dB/coil in the telecommunication band. Furthermore, we
extend this approach to successfully demonstrate a high-Q graphene-based
single-polarization resonator, which operates with an ER of ~11 dB with
excellent suppression of polarization noise. The fiber-coil resonator shows
great potential for sensing applications and gyro-integration. By specializing
the rod surface and coil geometry, we believe the preliminary results reported
herein could contribute to advancing the research for lab-on-a-rod
graphene-MF-integrated devices.
|
[
{
"created": "Mon, 24 Feb 2014 13:02:39 GMT",
"version": "v1"
}
] |
2015-01-06
|
[
[
"Xu",
"Fei",
""
],
[
"Kou",
"Jun-long",
""
],
[
"Chen",
"Jin-hui",
""
],
[
"Chen",
"Ye",
""
],
[
"Lu",
"Yan-qing",
""
]
] |
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] |
1402.5818
|
Mohammad Tofighi
|
Mohammad Tofighi, Alican Bozkurt, and A. Enis Cetin
|
Deconvolution Using Projections Onto The Epigraph Set of a Convex Cost
Function
|
arXiv admin note: text overlap with arXiv:1309.0700, arXiv:1402.2088
| null | null | null |
cs.DS math.OC
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A new deconvolution algorithm based on orthogonal projections onto the
epigraph set of a convex cost function is presented. In this algorithm, the
dimension of the minimization problem is lifted by one and sets corresponding
to the cost function are defined. As the utilized cost function is a convex
function in $R^N$, the corresponding epigraph set is also a convex set in
$R^{N+1}$. The deconvolution algorithm starts with an arbitrary initial
estimate in $R^{N+1}$. At each step of the iterative algorithm, first
deconvolution projections are performed onto the epigraphs, later an orthogonal
projection is performed onto one of the constraint sets associated with the
cost function in a sequential manner. The method provides globally optimal
solutions for total-variation, $\ell_1$, $\ell_2$, and entropic cost functions.
|
[
{
"created": "Mon, 24 Feb 2014 13:26:50 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Tofighi",
"Mohammad",
""
],
[
"Bozkurt",
"Alican",
""
],
[
"Cetin",
"A. Enis",
""
]
] |
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-0.06591004878282547,
0.0500238873064518,
-0.05906036123633385,
-0.023942554369568825
] |
1402.5830
|
Luca Vassio Mr
|
Enrico Ampellio and Luca Vassio
|
A hybrid swarm-based algorithm for single-objective optimization
problems involving high-cost analyses
|
19 pages, 4 figures, Springer Swarm Intelligence
|
Swarm Intelligence 10, 99-121 (2016)
|
10.1007/s11721-016-0121-6
| null |
math.OC cs.AI cs.DC cs.NE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In many technical fields, single-objective optimization procedures in
continuous domains involve expensive numerical simulations. In this context, an
improvement of the Artificial Bee Colony (ABC) algorithm, called the Artificial
super-Bee enhanced Colony (AsBeC), is presented. AsBeC is designed to provide
fast convergence speed, high solution accuracy and robust performance over a
wide range of problems. It implements enhancements of the ABC structure and
hybridizations with interpolation strategies. The latter are inspired by the
quadratic trust region approach for local investigation and by an efficient
global optimizer for separable problems. Each modification and their combined
effects are studied with appropriate metrics on a numerical benchmark, which is
also used for comparing AsBeC with some effective ABC variants and other
derivative-free algorithms. In addition, the presented algorithm is validated
on two recent benchmarks adopted for competitions in international conferences.
Results show remarkable competitiveness and robustness for AsBeC.
|
[
{
"created": "Mon, 24 Feb 2014 14:06:52 GMT",
"version": "v1"
},
{
"created": "Mon, 2 May 2016 14:55:37 GMT",
"version": "v2"
}
] |
2021-05-05
|
[
[
"Ampellio",
"Enrico",
""
],
[
"Vassio",
"Luca",
""
]
] |
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] |
1402.5831
|
J\"org Meyer
|
J\"org Meyer and Karsten Reuter
|
Modeling Heat Dissipation at the Nanoscale: An Embedding Approach for
Chemical Reaction Dynamics on Metal Surfaces
|
6 pages, 2 figures
|
Angew. Chem. Int. Ed. 53, 4721 (2014)
|
10.1002/anie.201400066
| null |
cond-mat.mtrl-sci cond-mat.mes-hall cond-mat.stat-mech physics.chem-ph physics.comp-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We present an embedding technique for metallic systems that makes it possible
to model energy dissipation into substrate phonons during surface chemical
reactions from first principles. The separation of chemical and elastic
contributions to the interaction potential provides a quantitative description
of both electronic and phononic band structure. Application to the dissociation
of O$_2$ at Pd(100) predicts translationally "hot" oxygen adsorbates as a
consequence of the released adsorption energy (ca. 2.6 eV). This finding
questions the instant thermalization of reaction enthalpies generally assumed
in models of heterogeneous catalysis.
|
[
{
"created": "Mon, 24 Feb 2014 14:17:12 GMT",
"version": "v1"
},
{
"created": "Fri, 14 Mar 2014 16:25:49 GMT",
"version": "v2"
},
{
"created": "Tue, 13 May 2014 14:36:11 GMT",
"version": "v3"
}
] |
2014-05-14
|
[
[
"Meyer",
"Jörg",
""
],
[
"Reuter",
"Karsten",
""
]
] |
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] | null | null | null | null | null | null | null |
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] |
1402.5835
|
J\'er\^ome Kunegis
|
J\'er\^ome Kunegis
|
Polcovar: Software for Computing the Mean and Variance of Subgraph
Counts in Random Graphs
|
5 pages; fixed some wording; added link to Github
| null | null | null |
cs.MS
|
http://creativecommons.org/licenses/by-sa/4.0/
|
The mean and variance of the number of appearances of a given subgraph $H$ in
an Erd\H{o}s--R\'enyi random graph over $n$ nodes are rational polynomials in
$n$. We present a piece of software named Polcovar (from "polynomial" and
"covariance") that computes the exact rational coefficients of these
polynomials in function of $H$.
|
[
{
"created": "Mon, 24 Feb 2014 14:26:08 GMT",
"version": "v1"
},
{
"created": "Wed, 4 May 2016 20:34:48 GMT",
"version": "v2"
}
] |
2016-05-06
|
[
[
"Kunegis",
"Jérôme",
""
]
] |
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] |
1402.5836
|
David Duvenaud
|
David Duvenaud, Oren Rippel, Ryan P. Adams, Zoubin Ghahramani
|
Avoiding pathologies in very deep networks
|
Fixed a typo regarding number of layers
| null | null | null |
stat.ML cs.LG
|
http://creativecommons.org/licenses/by-nc-sa/4.0/
|
Choosing appropriate architectures and regularization strategies for deep
networks is crucial to good predictive performance. To shed light on this
problem, we analyze the analogous problem of constructing useful priors on
compositions of functions. Specifically, we study the deep Gaussian process, a
type of infinitely-wide, deep neural network. We show that in standard
architectures, the representational capacity of the network tends to capture
fewer degrees of freedom as the number of layers increases, retaining only a
single degree of freedom in the limit. We propose an alternate network
architecture which does not suffer from this pathology. We also examine deep
covariance functions, obtained by composing infinitely many feature transforms.
Lastly, we characterize the class of models obtained by performing dropout on
Gaussian processes.
|
[
{
"created": "Mon, 24 Feb 2014 14:27:40 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Sep 2014 21:50:47 GMT",
"version": "v2"
},
{
"created": "Fri, 8 Jul 2016 22:59:45 GMT",
"version": "v3"
}
] |
2016-07-12
|
[
[
"Duvenaud",
"David",
""
],
[
"Rippel",
"Oren",
""
],
[
"Adams",
"Ryan P.",
""
],
[
"Ghahramani",
"Zoubin",
""
]
] |
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] |
Avoiding pathologies in very deep networks
|
http://arxiv.org/abs/1402.5836v3
|
http://arxiv.org/pdf/1402.5836v3.pdf
|
https://github.com/duvenaud/additive-gps
| false | false |
https://paperswithcode.com/paper/avoiding-pathologies-in-very-deep-networks
|
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] |
1402.5839
|
Klaus Frahm
|
K. M. Frahm and D. L. Shepelyansky
|
Poisson statistics of PageRank probabilities of Twitter and Wikipedia
networks
|
4 pages, 4 figures http://www.quantware.ups-tlse.fr/
|
Eur. Phys. J. B (2014) 87: 93
|
10.1140/epjb/e2014-50123-4
| null |
physics.soc-ph cond-mat.stat-mech nlin.CD
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We use the methods of quantum chaos and Random Matrix Theory for analysis of
statistical fluctuations of PageRank probabilities in directed networks. In
this approach the effective energy levels are given by a logarithm of PageRank
probability at a given node. After the standard energy level unfolding
procedure we establish that the nearest spacing distribution of PageRank
probabilities is described by the Poisson law typical for integrable quantum
systems. Our studies are done for the Twitter network and three networks of
Wikipedia editions in English, French and German. We argue that due to absence
of level repulsion the PageRank order of nearby nodes can be easily
interchanged. The obtained Poisson law implies that the nearby PageRank
probabilities fluctuate as random independent variables.
|
[
{
"created": "Mon, 24 Feb 2014 14:40:35 GMT",
"version": "v1"
}
] |
2014-04-18
|
[
[
"Frahm",
"K. M.",
""
],
[
"Shepelyansky",
"D. L.",
""
]
] |
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] |
1402.5843
|
Gabriele Fici
|
Julien Cassaigne, Gabriele Fici, Marinella Sciortino, Luca Q. Zamboni
|
Cyclic Complexity of Words
|
To appear in Journal of Combinatorial Theory, Series A
| null | null | null |
cs.FL cs.DM math.CO
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We introduce and study a complexity function on words $c_x(n),$ called
\emph{cyclic complexity}, which counts the number of conjugacy classes of
factors of length $n$ of an infinite word $x.$ We extend the well-known
Morse-Hedlund theorem to the setting of cyclic complexity by showing that a
word is ultimately periodic if and only if it has bounded cyclic complexity.
Unlike most complexity functions, cyclic complexity distinguishes between
Sturmian words of different slopes. We prove that if $x$ is a Sturmian word and
$y$ is a word having the same cyclic complexity of $x,$ then up to renaming
letters, $x$ and $y$ have the same set of factors. In particular, $y$ is also
Sturmian of slope equal to that of $x.$ Since $c_x(n)=1$ for some $n\geq 1$
implies $x$ is periodic, it is natural to consider the quantity
$\liminf_{n\rightarrow \infty} c_x(n).$ We show that if $x$ is a Sturmian word,
then $\liminf_{n\rightarrow \infty} c_x(n)=2.$ We prove however that this is
not a characterization of Sturmian words by exhibiting a restricted class of
Toeplitz words, including the period-doubling word, which also verify this same
condition on the limit infimum. In contrast we show that, for the Thue-Morse
word $t$, $\liminf_{n\rightarrow \infty} c_t(n)=+\infty.$
|
[
{
"created": "Mon, 24 Feb 2014 14:49:22 GMT",
"version": "v1"
},
{
"created": "Mon, 28 Apr 2014 15:37:23 GMT",
"version": "v2"
},
{
"created": "Mon, 23 Jun 2014 13:18:54 GMT",
"version": "v3"
},
{
"created": "Tue, 26 May 2015 13:58:28 GMT",
"version": "v4"
},
{
"created": "Tue, 28 Jun 2016 07:37:08 GMT",
"version": "v5"
}
] |
2016-06-29
|
[
[
"Cassaigne",
"Julien",
""
],
[
"Fici",
"Gabriele",
""
],
[
"Sciortino",
"Marinella",
""
],
[
"Zamboni",
"Luca Q.",
""
]
] |
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] |
1402.5845
|
Priyanka Sharma
|
Priyanka Sharma and Garimella Rama Murthy
|
Mathematical Modelling of Energy Wastage in Absence of Levelling and
Sectoring in Wireless Sensor Networks
| null | null | null | null |
cs.IT cs.NI math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In this paper, we quantitatively (mathematically) reason the energy savings
achieved by the Leveling and Sectoring protocol. Due to the energy constraints
on the sensor nodes (in terms of supply of energy) energy awareness has become
crucial in networking protocol stack. The understanding of routing protocols
along with energy awareness in a network would help in energy opti-mization
with efficient routing .We provide analytical modelling of the energy wastage
in the absence of Leveling and Sectoring protocol by considering the network in
the form of binary tree, nested tree and Q-ary tree. The simulation results
reflect the energy wastage in the absence of Levelling and Sectoring based
hybrid protocol.
|
[
{
"created": "Mon, 24 Feb 2014 14:56:17 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Sharma",
"Priyanka",
""
],
[
"Murthy",
"Garimella Rama",
""
]
] |
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] |
1402.5857
|
Kitty Meeks
|
Kitty Meeks
|
The challenges of unbounded treewidth in parameterised subgraph counting
problems
|
Survey part of paper substantially extended and reorganised; some
additional figures added to illustrate proofs
| null | null | null |
cs.CC cs.DM math.CO
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Parameterised subgraph counting problems are the most thoroughly studied
topic in the theory of parameterised counting, and there has been significant
recent progress in this area. Many of the existing tractability results for
parameterised problems which involve finding or counting subgraphs with
particular properties rely on bounding the treewidth of these subgraphs in some
sense; here, we prove a number of hardness results for the situation in which
this bounded treewidth condition does not hold, resulting in dichotomies for
some special cases of the general subgraph counting problem. The paper also
gives a thorough survey of known results on this subject and the methods used,
as well as discussing the relationships both between multicolour and uncoloured
versions of subgraph counting problems, and between exact counting, approximate
counting and the corresponding decision problems.
|
[
{
"created": "Mon, 24 Feb 2014 15:34:17 GMT",
"version": "v1"
},
{
"created": "Fri, 29 May 2015 10:47:04 GMT",
"version": "v2"
}
] |
2015-06-01
|
[
[
"Meeks",
"Kitty",
""
]
] |
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] |
1402.5859
|
Huanguo Zhang
|
Huanguo Zhang, Sha Lv, Wei Li and Xun Qu
|
A Novel Face Recognition Method using Nearest Line Projection
| null | null | null | null |
cs.CV
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Face recognition is a popular application of pat- tern recognition methods,
and it faces challenging problems including illumination, expression, and pose.
The most popular way is to learn the subspaces of the face images so that it
could be project to another discriminant space where images of different
persons can be separated. In this paper, a nearest line projection algorithm is
developed to represent the face images for face recognition. Instead of
projecting an image to its nearest image, we try to project it to its nearest
line spanned by two different face images. The subspaces are learned so that
each face image to its nearest line is minimized. We evaluated the proposed
algorithm on some benchmark face image database, and also compared it to some
other image projection algorithms. The experiment results showed that the
proposed algorithm outperforms other ones.
|
[
{
"created": "Mon, 24 Feb 2014 15:36:32 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Zhang",
"Huanguo",
""
],
[
"Lv",
"Sha",
""
],
[
"Li",
"Wei",
""
],
[
"Qu",
"Xun",
""
]
] |
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] |
1402.5860
|
Michael Eides
|
Michael I. Eides
|
On Some Recent Ideas on the Proton Radius Puzzle and Lepton Anomalous
Magnetic Moments
|
10 pages, 2 figures
|
Phys. Rev. D 90, 057301 (2014)
|
10.1103/PhysRevD.90.057301
|
UK/13-05
|
hep-ph physics.atom-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We discuss recent suggestions on the resolution of the proton radius puzzle
put forward in [1,2] and discovery of a nonperturbative quantum-electrodynamic
contribution of order $(\alpha/\pi)^5$ to lepton anomalous magnetic moments
announced in [3,4]. We demonstrate that the ideas of [1, 2] do not resolve the
proton radius puzzle. We explain why the nonperturbative correction calculated
in [3,4] does not exist.
|
[
{
"created": "Mon, 24 Feb 2014 15:39:20 GMT",
"version": "v1"
}
] |
2014-09-24
|
[
[
"Eides",
"Michael I.",
""
]
] |
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] |
1402.5869
|
Hassan Zivari Fard
|
Hassan Zivari-Fard, Bahareh Akhbari, Mahmoud Ahmadian-Attari, Mohammad
Reza Aref
|
Compound Multiple Access Channel with Confidential Messages
|
Accepted at IEEE ICC 2014. arXiv admin note: substantial text overlap
with arXiv:1402.4799
| null |
10.1109/ICC.2014.6883604
| null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In this paper, we study the problem of secret communication over a Compound
Multiple Access Channel (MAC). In this channel, we assume that one of the
transmitted messages is confidential that is only decoded by its corresponding
receiver and kept secret from the other receiver. For this proposed setting
(compound MAC with confidential messages), we derive general inner and outer
bounds on the secrecy capacity region. Also, as examples, we investigate 'Less
noisy' and 'Gaussian' versions of this channel, and extend the results of the
discrete memoryless version to these cases. Moreover, providing numerical
examples for the Gaussian case, we illustrate the comparison between achievable
rate regions of compound MAC and compound MAC with confidential messages.
|
[
{
"created": "Mon, 24 Feb 2014 15:57:30 GMT",
"version": "v1"
}
] |
2016-11-17
|
[
[
"Zivari-Fard",
"Hassan",
""
],
[
"Akhbari",
"Bahareh",
""
],
[
"Ahmadian-Attari",
"Mahmoud",
""
],
[
"Aref",
"Mohammad Reza",
""
]
] |
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] |
1402.5874
|
Mohammad Ghasemi Hamed
|
Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
|
Predictive Interval Models for Non-parametric Regression
|
This paper has been withdrawn by the authors due to multiple errors
in the formulations and equations
| null | null | null |
cs.LG stat.ML
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Having a regression model, we are interested in finding two-sided intervals
that are guaranteed to contain at least a desired proportion of the conditional
distribution of the response variable given a specific combination of
predictors. We name such intervals predictive intervals. This work presents a
new method to find two-sided predictive intervals for non-parametric least
squares regression without the homoscedasticity assumption. Our predictive
intervals are built by using tolerance intervals on prediction errors in the
query point's neighborhood. We proposed a predictive interval model test and we
also used it as a constraint in our hyper-parameter tuning algorithm. This
gives an algorithm that finds the smallest reliable predictive intervals for a
given dataset. We also introduce a measure for comparing different interval
prediction methods yielding intervals having different size and coverage. These
experiments show that our methods are more reliable, effective and precise than
other interval prediction methods.
|
[
{
"created": "Mon, 24 Feb 2014 16:16:17 GMT",
"version": "v1"
},
{
"created": "Mon, 21 Mar 2016 10:56:40 GMT",
"version": "v2"
}
] |
2016-03-22
|
[
[
"Hamed",
"Mohammad Ghasemi",
""
],
[
"Serrurier",
"Mathieu",
""
],
[
"Durand",
"Nicolas",
""
]
] |
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] |
1402.5876
|
Roberto Calandra
|
Roberto Calandra and Jan Peters and Carl Edward Rasmussen and Marc
Peter Deisenroth
|
Manifold Gaussian Processes for Regression
|
8 pages, accepted to IJCNN 2016
| null | null | null |
stat.ML cs.LG
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Off-the-shelf Gaussian Process (GP) covariance functions encode smoothness
assumptions on the structure of the function to be modeled. To model complex
and non-differentiable functions, these smoothness assumptions are often too
restrictive. One way to alleviate this limitation is to find a different
representation of the data by introducing a feature space. This feature space
is often learned in an unsupervised way, which might lead to data
representations that are not useful for the overall regression task. In this
paper, we propose Manifold Gaussian Processes, a novel supervised method that
jointly learns a transformation of the data into a feature space and a GP
regression from the feature space to observed space. The Manifold GP is a full
GP and allows to learn data representations, which are useful for the overall
regression task. As a proof-of-concept, we evaluate our approach on complex
non-smooth functions where standard GPs perform poorly, such as step functions
and robotics tasks with contacts.
|
[
{
"created": "Mon, 24 Feb 2014 16:19:51 GMT",
"version": "v1"
},
{
"created": "Fri, 28 Feb 2014 14:59:49 GMT",
"version": "v2"
},
{
"created": "Thu, 8 May 2014 10:02:40 GMT",
"version": "v3"
},
{
"created": "Mon, 11 Apr 2016 11:07:31 GMT",
"version": "v4"
}
] |
2016-04-12
|
[
[
"Calandra",
"Roberto",
""
],
[
"Peters",
"Jan",
""
],
[
"Rasmussen",
"Carl Edward",
""
],
[
"Deisenroth",
"Marc Peter",
""
]
] |
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] |
Manifold Gaussian Processes for Regression
|
http://arxiv.org/abs/1402.5876v4
|
http://arxiv.org/pdf/1402.5876v4.pdf
|
https://github.com/nehap25/rlwithgp
| false | false |
https://paperswithcode.com/paper/manifold-gaussian-processes-for-regression
|
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] |
1402.5877
|
Ping Lu
|
Ping Lu, Qin Li and Chaoqun Liu
|
Numerical Study of Mechanism of U-shaped Vortex Formation
|
49th AIAA Aerospace Sciences Meeting
| null | null | null |
physics.flu-dyn
|
http://creativecommons.org/licenses/by/3.0/
|
This paper illustrates the mechanism of U-shaped vortex formation which is
found both by experiment and DNS. The main goal of this paper is to explain how
the U-shaped vortex is formed and further develops. According to the results
obtained by our direct numerical simulation with high order accuracy, the
U-shaped vortex is part of the coherent vortex structure and is actually the
tertiary streamwise vortices induced by the secondary vortices. The new finding
is quite different from existing theories which describe that the U-shaped
vortex is newly formed as the head of young turbulence spot and finally break
down to small pieces. In addition, we find that the U-shaped vortex has the
same vorticity sign as the original {\lambda}-shaped vortex tube legs and
serves as a second neck to supply vorticity to the ringlike vortex when the
original vortex tube is stretched and multiple rings are generated.
|
[
{
"created": "Mon, 24 Feb 2014 16:20:13 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Lu",
"Ping",
""
],
[
"Li",
"Qin",
""
],
[
"Liu",
"Chaoqun",
""
]
] |
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] |
1402.5878
|
Lucas Paletta
|
Alexandra Cetto, Michael Netter, G\"unther Pernul, Christian
Richthammer, Moritz Riesner, Christian Roth, Johannes S\"anger
|
Friend Inspector: A Serious Game to Enhance Privacy Awareness in Social
Networks
| null | null | null |
IDGEI/2014/01
|
cs.CY cs.AI
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Currently, many users of Social Network Sites are insufficiently aware of who
can see their shared personal items. Nonetheless, most approaches focus on
enhancing privacy in Social Networks through improved privacy settings,
neglecting the fact that privacy awareness is a prerequisite for privacy
control. Social Network users first need to know about privacy issues before
being able to make adjustments. In this paper, we introduce Friend Inspector, a
serious game that allows its users to playfully increase their privacy
awareness on Facebook. Since its launch, Friend Inspector has attracted a
significant number of visitors, emphasising the need for better tools to
understand privacy settings on Social Networks.
|
[
{
"created": "Thu, 20 Feb 2014 15:26:15 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Cetto",
"Alexandra",
""
],
[
"Netter",
"Michael",
""
],
[
"Pernul",
"Günther",
""
],
[
"Richthammer",
"Christian",
""
],
[
"Riesner",
"Moritz",
""
],
[
"Roth",
"Christian",
""
],
[
"Sänger",
"Johannes",
""
]
] |
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] |
1402.5881
|
Arman Farhang
|
Arman Farhang, Nicola Marchetti, Linda E. Doyle and Behrouz
Farhang-Boroujeny
|
Filter Bank Multicarrier for Massive MIMO
|
7 pages, 6 figures
| null | null | null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This paper introduces filter bank multicarrier (FBMC) as a potential
candidate in the application of massive MIMO communication. It also points out
the advantages of FBMC over OFDM (orthogonal frequency division multiplexing)
in the application of massive MIMO. The absence of cyclic prefix in FBMC
increases the bandwidth efficiency. In addition, FBMC allows carrier
aggregation straightforwardly. Self-equalization, a property of FBMC in massive
MIMO that is introduced in this paper, has the impact of reducing (i)
complexity; (ii) sensitivity to carrier frequency offset (CFO); (iii)
peak-to-average power ratio (PAPR); (iv) system latency; and (v) increasing
bandwidth efficiency. The numerical results that corroborate these claims are
presented.
|
[
{
"created": "Mon, 24 Feb 2014 16:42:18 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Farhang",
"Arman",
""
],
[
"Marchetti",
"Nicola",
""
],
[
"Doyle",
"Linda E.",
""
],
[
"Farhang-Boroujeny",
"Behrouz",
""
]
] |
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] |
1402.5882
|
Ping Lu
|
Huankun Fu, Ping Lu and Chaoqun Liu
|
Improvement of Mixing Function for Modified Upwinding Compact Scheme
|
49th AIAA Aerospace Sciences Meeting
| null | null | null |
physics.comp-ph math.NA
|
http://creativecommons.org/licenses/by/3.0/
|
The compact scheme has high order accuracy and high resolution, but cannot be
used to capture the shock. WENO is a great scheme for shock capturing, but is
too dissipative for turbulence and small length scales. We developed a modified
upwinding compact scheme which uses an effective shock detector to block
compact scheme to cross the shock and a control function to mix the flux with
WENO scheme near the shock. The new scheme makes the original compact scheme
able to capture the shock sharply and, more important, keep high order accuracy
and high resolution in the smooth area, which is particularly important for
shock boundary layer and shock acoustic interactions. This work is a
continuation to modify the control function for the modified up-winding compact
scheme (MUCS). Numerical results show the scheme is successful for 2-D Euler.
|
[
{
"created": "Mon, 24 Feb 2014 16:44:18 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Fu",
"Huankun",
""
],
[
"Lu",
"Ping",
""
],
[
"Liu",
"Chaoqun",
""
]
] |
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] |
1402.5885
|
Ping Lu
|
M. Oliveria, P. Lu, X. Liu and C. Liu
|
Universal High Order Subroutine with New Shock Detector for Shock
Boundary Layer Interaction
|
47th AIAA Aerospace Sciences Meeting
| null | null | null |
physics.comp-ph
|
http://creativecommons.org/licenses/by/3.0/
|
The goal of this work is to develop a new universal high order subroutine for
shock boundary layer interaction. First, an effective shock/discontinuity
detector has been developed.The detector has two steps.The first step is to
check the ratio of the truncation errors on the coarse and fine grids and the
second step is to check the local ratio of the left and right slopes. The
currently popular shock/discontinuity detectors can detect shock, but mistake
high frequency waves and critical points as shock and then damp the physically
important high frequency waves.Preliminary results show the new
shock/discontinuity detector is very delicate and can detect all shocks
including strong, weak and oblique shocks or discontinuity in function and the
first, second, and third order derivatives without artificial constants, but
never mistake high frequency waves and critical points, expansion waves as
shock. This will overcome the bottle neck problem with numerical simulation for
the shock-boundary layer interaction, shock-acoustic interaction, image
process, porous media flow, multiple phase flow and anywhere the high frequency
waves are important, but discontinuity exists and is mixed with high frequency
waves. After detecting the shock we can then use one side high order scheme for
shocks and high order central compact scheme for the rest if the shock is
appropriately located. Then a high order universal subroutine for finite
difference method is developed which can be used for any finite difference code
for accurate numerical derivatives.
|
[
{
"created": "Mon, 24 Feb 2014 16:55:10 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Oliveria",
"M.",
""
],
[
"Lu",
"P.",
""
],
[
"Liu",
"X.",
""
],
[
"Liu",
"C.",
""
]
] |
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] |
1402.5886
|
Shervin Javdani
|
Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, J. Andrew
Bagnell, Siddhartha Srinivasa
|
Near Optimal Bayesian Active Learning for Decision Making
|
Extended version of work appearing in the International conference on
Artificial Intelligence and Statistics (AISTATS) 2014
| null | null | null |
cs.LG cs.AI
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
How should we gather information to make effective decisions? We address
Bayesian active learning and experimental design problems, where we
sequentially select tests to reduce uncertainty about a set of hypotheses.
Instead of minimizing uncertainty per se, we consider a set of overlapping
decision regions of these hypotheses. Our goal is to drive uncertainty into a
single decision region as quickly as possible.
We identify necessary and sufficient conditions for correctly identifying a
decision region that contains all hypotheses consistent with observations. We
develop a novel Hyperedge Cutting (HEC) algorithm for this problem, and prove
that is competitive with the intractable optimal policy. Our efficient
implementation of the algorithm relies on computing subsets of the complete
homogeneous symmetric polynomials. Finally, we demonstrate its effectiveness on
two practical applications: approximate comparison-based learning and active
localization using a robot manipulator.
|
[
{
"created": "Mon, 24 Feb 2014 16:59:21 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Javdani",
"Shervin",
""
],
[
"Chen",
"Yuxin",
""
],
[
"Karbasi",
"Amin",
""
],
[
"Krause",
"Andreas",
""
],
[
"Bagnell",
"J. Andrew",
""
],
[
"Srinivasa",
"Siddhartha",
""
]
] |
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] |
1402.5888
|
Andrea Cavanna Mr.
|
Andrea Cavanna, Angela M. P\'erez, Felix Just, Maria V. Chekhova, Gerd
Leuchs
|
Compensation of anisotropy effects in the generation of two-photon light
|
9 pages, 8 figures
| null |
10.1364/OE.22.009983
| null |
quant-ph physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
We analyse a method to compensate for anisotropy effects in the spatial
distribution of parametric down-conversion (PDC) radiation in bulk crystals. In
this method, a single nonlinear crystal is replaced by two consecutive crystals
with opposite transverse walk-off directions. We implement a simple numerical
model to calculate the spatial distribution of intensity and correlations, as
well as the Schmidt mode structure, with an account for the anisotropy.
Experimental results are presented which prove the validity of both the model
and the method.
|
[
{
"created": "Mon, 24 Feb 2014 17:01:07 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Cavanna",
"Andrea",
""
],
[
"Pérez",
"Angela M.",
""
],
[
"Just",
"Felix",
""
],
[
"Chekhova",
"Maria V.",
""
],
[
"Leuchs",
"Gerd",
""
]
] |
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] |
1402.5889
|
Ping Lu
|
Yonghua Yan, Caixia Chen, Ping Lu, Chaoqun Liu
|
LES Study on the Mechanism of Vortex Rings behind Supersonic MVG with
Turbulent Inflow
|
50th AIAA Aerospace Sciences Meeting
| null | null | null |
physics.flu-dyn
|
http://creativecommons.org/licenses/by/3.0/
|
In this study, we investigate the interaction between vortex rings behind MVG
and the oblique shocks in the MVG controlled ramp flow at M=2.5 and Req=5760.
Implicit large eddy simulation (ILES) method is used by solving the unfiltered
form of the Navier-Stokes equations with the 5th order Bandwidth-optimized WENO
scheme. The fully developed inflow is given by a series of turbulent profiles
obtained from previous DNS simulation. It shows that the ring structure does
not break down and keeps its topology after penetrating the strong shock wave
and the oblique shocks is influenced a lot by the induced flow field from
rings. The bump of the 3D shock wave surface is discovered and its mechanism is
explained.
|
[
{
"created": "Mon, 24 Feb 2014 17:01:30 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Yan",
"Yonghua",
""
],
[
"Chen",
"Caixia",
""
],
[
"Lu",
"Ping",
""
],
[
"Liu",
"Chaoqun",
""
]
] |
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] |
1402.5891
|
Ping Lu
|
Qin Li, Yonghua Yan, Ping Lu, Adam Pierce, Chaoqun Liu and Frank Lu
|
Numerical and Experimental Studies on the Separation Topology of the MVG
Controlled Flow at M=2.5
|
49th AIAA Aerospace Sciences Meeting
| null | null | null |
physics.flu-dyn
|
http://creativecommons.org/licenses/by/3.0/
|
In this paper, the implicitly implemented LES method and fifth order
bandwidth optimized WENO scheme are used to make comprehensive studies on the
separation topology of the MVG controlled flow at M=2.5 and Re{\theta}=5760.
Experiments are also made to verify the prediction of the computation. Analyses
are conducted on three categories of the topology: the surface separation,
cross-section separation and the three dimensional structure of the vortices. A
complete description about the separation topology and a series of new findings
are obtained. Among them, a pair of spiral point is first predicted by the
computation and verified by the experiment. A corresponding new vortex model
with 7 vortex tubes is presented also.
|
[
{
"created": "Mon, 24 Feb 2014 17:06:47 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Li",
"Qin",
""
],
[
"Yan",
"Yonghua",
""
],
[
"Lu",
"Ping",
""
],
[
"Pierce",
"Adam",
""
],
[
"Liu",
"Chaoqun",
""
],
[
"Lu",
"Frank",
""
]
] |
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-0.0018863854929804802,
-0.04883228614926338
] |
1402.5896
|
Ping Lu
|
Ping Lu and Chaoqun Liu
|
Numerical Study on Mechanism of Small Vortex Generation in Boundary
Layer Transition
|
49th AIAA Aerospace Sciences Meeting. arXiv admin note: text overlap
with arXiv:1402.5183
| null | null | null |
physics.flu-dyn
|
http://creativecommons.org/licenses/by/3.0/
|
The small vortex generation is a key issue of the mechanism for late flow
transition and turbulence generation. It was widely accepted that small length
vortices were generated by large vortex breakdown. According to our recent DNS,
we find that the hairpin vortex structure is very stable and never breaks down
to small pieces. On the other hand, we recognize that there are strong positive
spikes besides the ring neck in the spanwise direction. The strongly positive
spikes are caused by second sweeps which are generated by perfectly circular
and perpendicularly standing vortex rings. The second sweep brings energy from
the invisid region downdraft to the bottom of the boundary layers, which
generates high shear layers around the positive spikes.Since the high shear
layer is not stable, all small length scales (turbulence) are generated around
high shear layers especially near the wall surface (bottom of boundary layers).
This happens near the ring neck in the streamwise direction and besides the
original vortex legs in the spanwise direction.The small length scales then
rise up from the wall surface and travel to the upper boundary layer.
|
[
{
"created": "Mon, 24 Feb 2014 17:15:56 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Lu",
"Ping",
""
],
[
"Liu",
"Chaoqun",
""
]
] |
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] |
1402.5897
|
Elmar Peise
|
Elmar Peise (1), Paolo Bientinesi (1) ((1) AICES, RWTH Aachen)
|
A Study on the Influence of Caching: Sequences of Dense Linear Algebra
Kernels
|
Submitted to the Ninth International Workshop on Automatic
Performance Tuning (iWAPT2014)
| null | null |
AICES-2014/02-1
|
cs.MS cs.NA cs.PF
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
It is universally known that caching is critical to attain high- performance
implementations: In many situations, data locality (in space and time) plays a
bigger role than optimizing the (number of) arithmetic floating point
operations. In this paper, we show evidence that at least for linear algebra
algorithms, caching is also a crucial factor for accurate performance modeling
and performance prediction.
|
[
{
"created": "Fri, 21 Feb 2014 12:23:19 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Peise",
"Elmar",
"",
"AICES, RWTH Aachen"
],
[
"Bientinesi",
"Paolo",
"",
"AICES, RWTH Aachen"
]
] |
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] |
1402.5900
|
Ilya Dodin
|
I. Y. Dodin and N. J. Fisch
|
Ponderomotive forces on waves in modulated media
| null | null |
10.1103/PhysRevLett.112.205002
| null |
physics.plasm-ph math-ph math.MP nlin.SI physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Nonlinear interactions of waves via instantaneous cross-phase modulation can
be cast in the same way as ponderomotive wave-particle interactions in
high-frequency electromagnetic field. The ponderomotive effect arises when rays
of a probe wave scatter off perturbations of the underlying medium produced by
a second, modulation wave, much like charged particles scatter off a
quasiperiodic field. Parallels with the point-particle dynamics, which itself
is generalized by this theory, lead to new methods of wave manipulation,
including asymmetric barriers for light.
|
[
{
"created": "Mon, 24 Feb 2014 17:32:04 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Dodin",
"I. Y.",
""
],
[
"Fisch",
"N. J.",
""
]
] |
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] |
1402.5902
|
Felix X. Yu
|
Felix X. Yu, Krzysztof Choromanski, Sanjiv Kumar, Tony Jebara, Shih-Fu
Chang
|
On Learning from Label Proportions
| null | null | null | null |
stat.ML cs.LG
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Learning from Label Proportions (LLP) is a learning setting, where the
training data is provided in groups, or "bags", and only the proportion of each
class in each bag is known. The task is to learn a model to predict the class
labels of the individual instances. LLP has broad applications in political
science, marketing, healthcare, and computer vision. This work answers the
fundamental question, when and why LLP is possible, by introducing a general
framework, Empirical Proportion Risk Minimization (EPRM). EPRM learns an
instance label classifier to match the given label proportions on the training
data. Our result is based on a two-step analysis. First, we provide a VC bound
on the generalization error of the bag proportions. We show that the bag sample
complexity is only mildly sensitive to the bag size. Second, we show that under
some mild assumptions, good bag proportion prediction guarantees good instance
label prediction. The results together provide a formal guarantee that the
individual labels can indeed be learned in the LLP setting. We discuss
applications of the analysis, including justification of LLP algorithms,
learning with population proportions, and a paradigm for learning algorithms
with privacy guarantees. We also demonstrate the feasibility of LLP based on a
case study in real-world setting: predicting income based on census data.
|
[
{
"created": "Mon, 24 Feb 2014 17:40:09 GMT",
"version": "v1"
},
{
"created": "Wed, 11 Feb 2015 23:38:42 GMT",
"version": "v2"
}
] |
2015-02-13
|
[
[
"Yu",
"Felix X.",
""
],
[
"Choromanski",
"Krzysztof",
""
],
[
"Kumar",
"Sanjiv",
""
],
[
"Jebara",
"Tony",
""
],
[
"Chang",
"Shih-Fu",
""
]
] |
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] |
On Learning from Label Proportions
|
http://arxiv.org/abs/1402.5902v2
|
http://arxiv.org/pdf/1402.5902v2.pdf
|
https://github.com/felixyu/pSVM
| true | true |
https://paperswithcode.com/paper/on-learning-from-label-proportions
|
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] |
1402.5904
|
Stefan Hougardy
|
Stefan Hougardy
|
On the Integrality Ratio of the Subtour LP for Euclidean TSP
| null | null | null | null |
cs.DM cs.DS math.CO
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A long standing conjecture says that the integrality ratio of the subtour LP
for metric TSP is $4/3$. A well known family of graphic TSP instances achieves
this lower bound asymptotically. For Euclidean TSP the best known lower bound
on the integrality ratio was $8/7$. We improve this value by presenting a
family of Euclidean TSP instances for which the integrality ratio of the
subtour LP converges to 4/3.
|
[
{
"created": "Mon, 24 Feb 2014 17:44:30 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Mar 2014 09:40:16 GMT",
"version": "v2"
},
{
"created": "Sun, 24 Aug 2014 11:51:43 GMT",
"version": "v3"
}
] |
2014-08-26
|
[
[
"Hougardy",
"Stefan",
""
]
] |
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] |
1402.5906
|
Marco Fossati
|
Marco Fossati and Luigi Quartapelle
|
The Riemann Problem for Hyperbolic Equations under a Nonconvex Flux with
Two Inflection Points
|
104 pages, 71 figures. Preliminary results presented at 18eme
Seminaire on la Mecanique des Fluides Numerique, Institut Henri Poincare,
Paris, France, January 2006
| null | null | null |
physics.flu-dyn
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This report addresses the solution of Riemann problems for hyperbolic
equations when the nonlinear characteristic fields loose their genuine
nonlinearity. In this context, exact solvers for nonconvex 1D Riemann problems
are developed. First a scalar conservation law for a nonconvex flux with two
inflection points is studied. Then the P-system for an isothermal version of
the van der Waals gas model is examined in a range of temperatures allowing for
a nonconvex pressure function. Eventually the system of the Euler equations of
gasdynamics is considered for the polytropic van der Waals gas. In this case, a
suitably large specific heat is considered such that the isentropes display a
local loss of convexity near the saturation curve and the critical point. Such
a nonconvex physical model allows for nonclassical waves to appear as a result
of the change of sign of the fundamental derivative of gasdynamics. The
solution of the Riemann problem for the considered real gas model reduces to a
system of two nonlinear equations for the values of the density on the two
sides of the contact discontinuity, much in the same manner of a recently
proposed solution method for gases admitting nonlinear wavefields only fully
genuine. Solutions containing nonclassical and mixed waves are presented for
the three mathematical models. Vacuum formation is described analytically
including the presence of composite rarefaction waves, and to the best of
authors knowledge, produced numerically here for the first time.
|
[
{
"created": "Mon, 24 Feb 2014 17:46:18 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Fossati",
"Marco",
""
],
[
"Quartapelle",
"Luigi",
""
]
] |
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] |
1402.5909
|
Giorgio Sonnino
|
Giorgio Sonnino, Gy\"orgy Steinbrecher and Alberto Sonnino
|
The R\'enyi entropy of L\'evy distribution
|
10 pages, 0 figures
| null | null | null |
physics.data-an
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The equivalence between non-extensive C. Tsallis entropy and the extensive
entropy introduced by Alfr\'ed R\'enyi is discussed. The R\'enyi entropy is
studied from the perspective of the geometry of the Lebesgue and generalised,
exotic Lebesgue spaces. A duality principle is established. The R\'enyi entropy
for the L\'evy distribution, in the domain when the nunerical methods fails, is
approximated by asymptotic expansion for the large values of the R\'enyi
parameter.
|
[
{
"created": "Mon, 24 Feb 2014 18:04:11 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Sonnino",
"Giorgio",
""
],
[
"Steinbrecher",
"György",
""
],
[
"Sonnino",
"Alberto",
""
]
] |
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] |
1402.5910
|
Mike Schacht
|
M. Schacht, M.M. Schauer
|
Shelving and Probe Efficiency in Trapped Ion Experiments
| null | null |
10.1088/0953-4075/47/16/165002
| null |
physics.atom-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A generalized probe sequence typical of trapped ion experiments using
shelving is studied. Detection efficiency is analyzed for finite shelved state
lifetimes and using multi-modal count distributions. Multi-modal distributions
are more appropriate for measurements that use a small number of ions than the
simple Poisson counting statistics usually considered and have a larger
variance that may be significant in determining uncertainties and in making
weighted fits. Optimal probe times and the resulting state detection efficiency
and sensitivity are determined for arbitrary cooling rates, initial states and
shelved state lifetimes, in terms of a probe coherence time {\tau}p. A
universal optimal probe time of tp ~ 0.43{\tau}p is shown to give an almost
optimal probe sensitivity for most systems.
|
[
{
"created": "Mon, 24 Feb 2014 18:06:28 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Schacht",
"M.",
""
],
[
"Schauer",
"M. M.",
""
]
] |
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] |
1402.5912
|
Jinyuan Chen
|
Jinyuan Chen, Petros Elia and Syed Ali Jafar
|
On the Vector Broadcast Channel with Alternating CSIT: A Topological
Perspective
|
Shorter version will be presented at ISIT 2014
| null | null | null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In many wireless networks, link strengths are affected by many topological
factors such as different distances, shadowing and inter-cell interference,
thus resulting in some links being generally stronger than other links. From an
information theoretic point of view, accounting for such topological aspects
has remained largely unexplored, despite strong indications that such aspects
can crucially affect transceiver and feedback design, as well as the overall
performance.
The work here takes a step in exploring this interplay between topology,
feedback and performance. This is done for the two user broadcast channel with
random fading, in the presence of a simple two-state topological setting of
statistically strong vs. weaker links, and in the presence of a practical
ternary feedback setting of alternating channel state information at the
transmitter (alternating CSIT) where for each channel realization, this CSIT
can be perfect, delayed, or not available.
In this setting, the work derives generalized degrees-of-freedom bounds and
exact expressions, that capture performance as a function of feedback
statistics and topology statistics. The results are based on novel topological
signal management (TSM) schemes that account for topology in order to fully
utilize feedback. This is achieved for different classes of feedback mechanisms
of practical importance, from which we identify specific feedback mechanisms
that are best suited for different topologies. This approach offers further
insight on how to split the effort --- of channel learning and feeding back
CSIT --- for the strong versus for the weaker link. Further intuition is
provided on the possible gains from topological spatio-temporal diversity,
where topology changes in time and across users.
|
[
{
"created": "Mon, 24 Feb 2014 18:10:02 GMT",
"version": "v1"
},
{
"created": "Sun, 20 Apr 2014 21:01:16 GMT",
"version": "v2"
}
] |
2014-04-22
|
[
[
"Chen",
"Jinyuan",
""
],
[
"Elia",
"Petros",
""
],
[
"Jafar",
"Syed Ali",
""
]
] |
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] |
1402.5915
|
Michael Wilkinson
|
Michel Vo{\ss}kuhle, Alain Pumir, Emmanuel L\'ev\^eque and Michael
Wilkinson
|
Collision rate for suspensions at large Stokes numbers - comparing
Navier-Stokes and synthetic turbulence
|
9 pages, 3 figures
| null |
10.1080/14685248.2014.948628
| null |
physics.flu-dyn
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The use of simplified models of turbulent flows provides an appealing
possibility to study the collision rate of turbulent suspensions, especially in
conditions relevant to astrophysics, which require large time scale
separations. To check the validity of such approaches, we used a direct
numerical simulation (DNS) velocity field, which satisfies the Navier-Stokes
equations (although it neglects the effect of the suspended particles on the
flow field), and a kinematic simulation (KS) velocity field, which is a random
field designed so that its statistics are in accord with the Kolmogorov theory
for fully-developed turbulence. In the limit where the effects of particle
inertia (characterised by the Stokes number) are negligible, the collision
rates from the two approaches agree. As the Stokes number St increases,
however, we show that the DNS collision rate exceeds the KS collision rate by
orders of magnitude. We propose an explanation for this phenomenon and explore
its consequences. We discuss the collision rate $R$ for particles in high
Reynolds number flows at large Stokes number, and present evidence that
$R\propto \sqrt{{\rm St}}$.
|
[
{
"created": "Mon, 24 Feb 2014 18:33:59 GMT",
"version": "v1"
}
] |
2016-04-06
|
[
[
"Voßkuhle",
"Michel",
""
],
[
"Pumir",
"Alain",
""
],
[
"Lévêque",
"Emmanuel",
""
],
[
"Wilkinson",
"Michael",
""
]
] |
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] |
1402.5922
|
Alexander Kurz
|
Adriana Balan (University Politehnica of Bucharest), Alexander Kurz
(University of Leicester), Ji\v{r}\'i Velebil (Faculty of Electrical
Engineering, Czech Technical University in Prague, Czech Republic)
|
Positive fragments of coalgebraic logics
|
51 pages; accepted for publication; expanded and improved version of
the previous submission. Proposition 4.15 is new; Section 6 was rewritten in
view of new results (theorem 6.9, proposition 6.14, paragraphs A-D);
references added
|
Logical Methods in Computer Science, Volume 11, Issue 3 (September
22, 2015) lmcs:1594
|
10.2168/LMCS-11(3:18)2015
| null |
math.CT cs.LO
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Positive modal logic was introduced in an influential 1995 paper of Dunn as
the positive fragment of standard modal logic. His completeness result consists
of an axiomatization that derives all modal formulas that are valid on all
Kripke frames and are built only from atomic propositions, conjunction,
disjunction, box and diamond. In this paper, we provide a coalgebraic analysis
of this theorem, which not only gives a conceptual proof based on duality
theory, but also generalizes Dunn's result from Kripke frames to coalgebras for
weak-pullback preserving functors. To facilitate this analysis we prove a
number of category theoretic results on functors on the categories
$\mathsf{Set}$ of sets and $\mathsf{Pos}$ of posets: Every functor
$\mathsf{Set} \to \mathsf{Pos}$ has a $\mathsf{Pos}$-enriched left Kan
extension $\mathsf{Pos} \to \mathsf{Pos}$. Functors arising in this way are
said to have a presentation in discrete arities. In the case that $\mathsf{Set}
\to \mathsf{Pos}$ is actually $\mathsf{Set}$-valued, we call the corresponding
left Kan extension $\mathsf{Pos} \to \mathsf{Pos}$ its posetification. A
$\mathsf{Set}$-functor preserves weak pullbacks if and only if its
posetification preserves exact squares. A $\mathsf{Pos}$-functor with a
presentation in discrete arities preserves surjections. The inclusion
$\mathsf{Set} \to \mathsf{Pos}$ is dense. A functor $\mathsf{Pos} \to
\mathsf{Pos}$ has a presentation in discrete arities if and only if it
preserves coinserters of `truncated nerves of posets'. A functor $\mathsf{Pos}
\to \mathsf{Pos}$ is a posetification if and only if it preserves coinserters
of truncated nerves of posets and discrete posets. A locally monotone
endofunctor of an ordered variety has a presentation by monotone operations and
equations if and only if it preserves $\mathsf{Pos}$-enriched sifted colimits.
|
[
{
"created": "Mon, 24 Feb 2014 19:20:00 GMT",
"version": "v1"
},
{
"created": "Wed, 29 Apr 2015 18:45:51 GMT",
"version": "v2"
},
{
"created": "Mon, 18 May 2015 16:02:33 GMT",
"version": "v3"
},
{
"created": "Mon, 21 Sep 2015 18:46:32 GMT",
"version": "v4"
}
] |
2017-01-11
|
[
[
"Balan",
"Adriana",
"",
"University Politehnica of Bucharest"
],
[
"Kurz",
"Alexander",
"",
"University of Leicester"
],
[
"Velebil",
"Jiří",
"",
"Faculty of Electrical\n Engineering, Czech Technical University in Prague, Czech Republic"
]
] |
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] |
1402.5923
|
Tatiana Tommasi
|
Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo
|
A Testbed for Cross-Dataset Analysis
| null | null | null |
December 2013, Technical Report: KUL/ESAT/PSI/1304
|
cs.CV
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Since its beginning visual recognition research has tried to capture the huge
variability of the visual world in several image collections. The number of
available datasets is still progressively growing together with the amount of
samples per object category. However, this trend does not correspond directly
to an increasing in the generalization capabilities of the developed
recognition systems. Each collection tends to have its specific characteristics
and to cover just some aspects of the visual world: these biases often narrow
the effect of the methods defined and tested separately over each image set.
Our work makes a first step towards the analysis of the dataset bias problem on
a large scale. We organize twelve existing databases in a unique corpus and we
present the visual community with a useful feature repository for future
research.
|
[
{
"created": "Mon, 24 Feb 2014 19:25:17 GMT",
"version": "v1"
}
] |
2014-02-25
|
[
[
"Tommasi",
"Tatiana",
""
],
[
"Tuytelaars",
"Tinne",
""
],
[
"Caputo",
"Barbara",
""
]
] |
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] |
1402.5927
|
Stefan B\"auml
|
Stefan B\"auml, Matthias Christandl, Karol Horodecki, Andreas Winter
|
Limitations on Quantum Key Repeaters
|
11+38 pages, 4 figures, Statements for exact p-bits weakened as
non-locking bound on measured relative entropy distance contained an error
|
Nature Communications 6, Article number: 6908, 2015
|
10.1038/ncomms7908
| null |
quant-ph cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A major application of quantum communication is the distribution of entangled
particles for use in quantum key distribution (QKD). Due to noise in the
communication line, QKD is in practice limited to a distance of a few hundred
kilometres, and can only be extended to longer distances by use of a quantum
repeater, a device which performs entanglement distillation and quantum
teleportation. The existence of noisy entangled states that are undistillable
but nevertheless useful for QKD raises the question of the feasibility of a
quantum key repeater, which would work beyond the limits of entanglement
distillation, hence possibly tolerating higher noise levels than existing
protocols. Here we exhibit fundamental limits on such a device in the form of
bounds on the rate at which it may extract secure key. As a consequence, we
give examples of states suitable for QKD but unsuitable for the most general
quantum key repeater protocol.
|
[
{
"created": "Mon, 24 Feb 2014 19:40:55 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Mar 2015 18:04:52 GMT",
"version": "v2"
}
] |
2015-04-28
|
[
[
"Bäuml",
"Stefan",
""
],
[
"Christandl",
"Matthias",
""
],
[
"Horodecki",
"Karol",
""
],
[
"Winter",
"Andreas",
""
]
] |
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] |
1402.5928
|
Carlos J. Zapata-Rodr\'iguez
|
Carlos J. Zapata-Rodriguez and Mahin Naserpour
|
Nonparaxial shape-preserving Airy beams with Bessel signature
| null | null |
10.1364/OL.39.002507
| null |
physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Spatially accelerating beams that are solutions to the Maxwell equations may
propagate along incomplete circular trajectories, after which diffraction
broadening takes over and the beams spread out. Taking these truncated Bessel
wave fields to the paraxial limit, some authors sustained that it is recovered
the known Airy beams (AiBs). Based on the angular spectrum representation of
optical fields, we demonstrated that the paraxial approximation rigorously
leads to off-axis focused beams instead of finite-energy AiBs. The latter will
arise under the umbrella of a nonparaxial approach following elliptical
trajectories in place of parabolas. Deviations from full-wave simulations
appear more severely in beam positioning rather than its local profile.
|
[
{
"created": "Mon, 24 Feb 2014 19:41:21 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Zapata-Rodriguez",
"Carlos J.",
""
],
[
"Naserpour",
"Mahin",
""
]
] |
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] |
1402.5945
|
Konstantin Ziegler
|
Konstantin Ziegler
|
Tame Decompositions and Collisions
| null | null | null | null |
math.AC cs.SC
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A univariate polynomial f over a field is decomposable if f = g o h = g(h)
for nonlinear polynomials g and h. It is intuitively clear that the
decomposable polynomials form a small minority among all polynomials over a
finite field. The tame case, where the characteristic p of Fq does not divide n
= deg f, is fairly well-understood, and we have reasonable bounds on the number
of decomposables of degree n. Nevertheless, no exact formula is known if $n$
has more than two prime factors. In order to count the decomposables, one wants
to know, under a suitable normalization, the number of collisions, where
essentially different (g, h) yield the same f. In the tame case, Ritt's Second
Theorem classifies all 2-collisions.
We introduce a normal form for multi-collisions of decompositions of
arbitrary length with exact description of the (non)uniqueness of the
parameters. We obtain an efficiently computable formula for the exact number of
such collisions at degree n over a finite field of characteristic coprime to p.
This leads to an algorithm for the exact number of decomposable polynomials at
degree n over a finite field Fq in the tame case.
|
[
{
"created": "Mon, 24 Feb 2014 20:57:07 GMT",
"version": "v1"
}
] |
2014-03-03
|
[
[
"Ziegler",
"Konstantin",
""
]
] |
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] |
Tame Decompositions and Collisions
|
https://arxiv.org/abs/1402.5945v1
|
https://arxiv.org/pdf/1402.5945v1.pdf
|
https://github.com/zieglerk/polynomial_decomposition
| false | false |
https://paperswithcode.com/paper/tame-decompositions-and-collisions
|
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] |
1402.5947
|
Lorenzo Iorio
|
Lorenzo Iorio
|
Post-Newtonian direct and mixed orbital effects due to the oblateness of
the central body
|
LaTex2e, 60 pages, 93 references, no figures, 2 tables. Sign error
corrected in Eq. (98)
|
Int. J. Mod. Phys. D24 (2015) 1550067
|
10.1142/S0218271815500674
| null |
gr-qc astro-ph.EP physics.geo-ph physics.space-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The orbital dynamics of a test particle moving in the non-spherically
symmetric field of a rotating oblate primary is impacted also by certain
indirect, mixed effects arising from the interplay of the different Newtonian
and post-Newtonian accelerations which induce known direct perturbations. We
systematically calculate the indirect gravitoelectromagnetic shifts per orbit
of the Keplerian orbital elements of the test particle arising from the
crossing among the first even zonal harmonic $J_2$ of the central body and the
post-Newtonian static and stationary components of its gravitational field. We
also work out the Newtonian shifts per orbit of order $J_2^2$, and the direct
post-Newtonian gravitoelectric effects of order $J_2 c^{-2}$ arising from the
equations of motion. In the case of both the indirect and direct
gravitoelectric $J_2 c^{-2}$ shifts, our calculation holds for an arbitrary
orientation of the symmetry axis of the central body. We yield numerical
estimates of their relative magnitudes for systems ranging from Earth
artificial satellites to stars orbiting supermassive black holes.
|
[
{
"created": "Sat, 22 Feb 2014 15:20:18 GMT",
"version": "v1"
},
{
"created": "Sun, 2 Mar 2014 15:33:10 GMT",
"version": "v2"
},
{
"created": "Mon, 11 Aug 2014 14:15:03 GMT",
"version": "v3"
},
{
"created": "Mon, 23 Mar 2015 14:07:57 GMT",
"version": "v4"
},
{
"created": "Mon, 15 Jun 2015 13:37:09 GMT",
"version": "v5"
},
{
"created": "Wed, 4 Oct 2017 22:57:10 GMT",
"version": "v6"
}
] |
2017-10-06
|
[
[
"Iorio",
"Lorenzo",
""
]
] |
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] |
1402.5950
|
Hans Raj Tiwary
|
David Avis, Hans Raj Tiwary
|
A generalization of extension complexity that captures $P$
| null | null | null | null |
cs.CC math.CO
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In this paper we propose a generalization of the extension complexity of a
polyhedron $Q$. On the one hand it is general enough so that all problems in
$P$ can be formulated as linear programs with polynomial size extension
complexity. On the other hand it still allows non-polynomial lower bounds to be
proved for $NP$-hard problems independently of whether or not $P=NP$. The
generalization, called $H$-free extension complexity, allows for a set of valid
inequalities $H$ to be excluded in computing the extension complexity of $Q$.
We give results on the $H$-free extension complexity of hard matching problems
(when $H$ are the odd set inequalities) and the traveling salesman problem
(when $H$ are the subtour elimination constraints).
|
[
{
"created": "Sun, 23 Feb 2014 18:34:38 GMT",
"version": "v1"
},
{
"created": "Fri, 11 Apr 2014 13:30:50 GMT",
"version": "v2"
}
] |
2014-04-14
|
[
[
"Avis",
"David",
""
],
[
"Tiwary",
"Hans Raj",
""
]
] |
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] |
1402.5951
|
Zhen Kan
|
Zhen Kan, John M. Shea, and Warren E. Dixon
|
Navigation Function Based Decentralized Control of A Multi-Agent System
with Network Connectivity Constraints
|
16 pages, 9 figures, submitted to NATO Science for Peace and Security
Series by IOS Press. arXiv admin note: substantial text overlap with
arXiv:1402.5639
| null | null | null |
cs.SY
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A wide range of applications require or can benefit from collaborative
behavior of a group of agents. The technical challenge addressed in this
chapter is the development of a decentralized control strategy that enables
each agent to independently navigate to ensure agents achieve a collective goal
while maintaining network connectivity. Specifically, cooperative controllers
are developed for networked agents with limited sensing and network
connectivity constraints. By modeling the interaction among the agents as a
graph, several different approaches to address the problems of preserving
network connectivity are presented, with the focus on a method that utilizes
navigation function frameworks. By modeling network connectivity constraints as
artificial obstacles in navigation functions, a decentralized control strategy
is presented in two particular applications, formation control and rendezvous
for a system of autonomous agents, which ensures global convergence to the
unique minimum of the potential field (i.e., desired formation or desired
destination) while preserving network connectivity. Simulation results are
provided to demonstrate the developed strategy.
|
[
{
"created": "Sun, 23 Feb 2014 21:48:04 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Kan",
"Zhen",
""
],
[
"Shea",
"John M.",
""
],
[
"Dixon",
"Warren E.",
""
]
] |
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0.037974610924720764,
0.04238567501306534,
-0.10066912323236465,
0.08905837684869766,
0.05114973708987236,
-0.07871804386377335,
0.04946127161383629,
-0.09685777872800827,
-0.0881660133600235
] |
1402.5953
|
Richard McClatchey
|
Andrew Branson, Jetendr Shamdasani, Richard McClatchey
|
A Description Driven Approach for Flexible Metadata Tracking
|
10 pages and 3 figures. arXiv admin note: text overlap with
arXiv:1402.5753, arXiv:1402.5764
|
7th ESA International Conference on Ensuring Long-Term
Preservation and Adding Value to Scientific and Technical Data (PV 2013)
4--6th November 2013. Frascati, Italy
| null | null |
cs.SE
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Evolving user requirements presents a considerable software engineering
challenge, all the more so in an environment where data will be stored for a
very long time, and must remain usable as the system specification evolves
around it. Capturing the description of the system addresses this issue since a
description-driven approach enables new versions of data structures and
processes to be created alongside the old, thereby providing a history of
changes to the underlying data models and enabling the capture of provenance
data. This description-driven approach is advocated in this paper in which a
system called CRISTAL is presented. CRISTAL is based on description-driven
principles; it can use previous versions of stored descriptions to define
various versions of data which can be stored in various forms. To demonstrate
the efficacy of this approach the history of the project at CERN is presented
where CRISTAL was used to track data and process definitions and their
associated provenance data in the construction of the CMS ECAL detector, how it
was applied to handle analysis tracking and data index provenance in the
neuGRID and N4U projects, and how it will be matured further in the CRISTAL-ISE
project. We believe that the CRISTAL approach could be invaluable in handling
the evolution, indexing and tracking of large datasets, and are keen to apply
it further in this direction.
|
[
{
"created": "Mon, 24 Feb 2014 10:09:30 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Branson",
"Andrew",
""
],
[
"Shamdasani",
"Jetendr",
""
],
[
"McClatchey",
"Richard",
""
]
] |
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] |
1402.5958
|
Younes Ra'di
|
M. S. Mirmoosa, Y. Ra'di, V. S. Asadchy, C. R. Simovski, and S. A.
Tretyakov
|
Polarizabilities of nonreciprocal bianisotropic particles
|
10 pages, 9 figures
|
Phys. Rev. Applied, vol. 1, no. 3, p. 034005, Feb. 2014
|
10.1103/PhysRevApplied.1.034005
| null |
physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
For two electrically small nonreciprocal scatterers an analytical
electromagnetic model of polarizabilities is developed. Both particles are
bianisotropic: the so-called Tellegen-omega particle and moving-chiral
particle. Analytical results are compared to the full-wave numerical
simulations. Both models satisfy to main physical restrictions and leave no
doubts in the possibility to realize these particles experimentally. This paper
is a necessary step towards applications of nonreciprocal bianisotropic
particles such as perfect electromagnetic isolators, twist polarizers,
thin-sheet phase shifters, and other devices.
|
[
{
"created": "Mon, 24 Feb 2014 19:44:15 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Feb 2014 07:55:16 GMT",
"version": "v2"
}
] |
2014-06-16
|
[
[
"Mirmoosa",
"M. S.",
""
],
[
"Ra'di",
"Y.",
""
],
[
"Asadchy",
"V. S.",
""
],
[
"Simovski",
"C. R.",
""
],
[
"Tretyakov",
"S. A.",
""
]
] |
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] |
1402.5963
|
Philip Mocz
|
Philip Mocz (Harvard/CfA), Mark Vogelsberger (MIT), Lars Hernquist
(Harvard/CfA)
|
A Constrained Transport Scheme for MHD on Unstructured Static and Moving
Meshes
|
13 pages, 9 figures, accepted to MNRAS. Animations available at
http://www.cfa.harvard.edu/~pmocz/research.html
| null |
10.1093/mnras/stu865
| null |
astro-ph.IM astro-ph.CO physics.comp-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Magnetic fields play an important role in many astrophysical systems and a
detailed understanding of their impact on the gas dynamics requires robust
numerical simulations. Here we present a new method to evolve the ideal
magnetohydrodynamic (MHD) equations on unstructured static and moving meshes
that preserves the magnetic field divergence-free constraint to machine
precision. The method overcomes the major problems of using a cleaning scheme
on the magnetic fields instead, which is non-conservative, not fully Galilean
invariant, does not eliminate divergence errors completely, and may produce
incorrect jumps across shocks. Our new method is a generalization of the
constrained transport (CT) algorithm used to enforce the $\nabla\cdot
\mathbf{B}=0$ condition on fixed Cartesian grids. Preserving $\nabla\cdot
\mathbf{B}=0$ at the discretized level is necessary to maintain the
orthogonality between the Lorentz force and $\mathbf{B}$. The possibility of
performing CT on a moving mesh provides several advantages over static mesh
methods due to the quasi-Lagrangian nature of the former (i.e., the mesh
generating points move with the flow), such as making the simulation
automatically adaptive and significantly reducing advection errors. Our method
preserves magnetic fields and fluid quantities in pure advection exactly.
|
[
{
"created": "Mon, 24 Feb 2014 21:00:24 GMT",
"version": "v1"
},
{
"created": "Sat, 17 May 2014 21:11:03 GMT",
"version": "v2"
}
] |
2015-06-18
|
[
[
"Mocz",
"Philip",
"",
"Harvard/CfA"
],
[
"Vogelsberger",
"Mark",
"",
"MIT"
],
[
"Hernquist",
"Lars",
"",
"Harvard/CfA"
]
] |
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] |
1402.5966
|
Andrew Ringsmuth
|
Andrew K. Ringsmuth
|
Multiscale Analysis and Optimisation of Photosynthetic Solar Energy
Systems
|
PhD Thesis, Institute for Molecular Bioscience, The University of
Queensland. 278 pages, 44 figures, 3 published papers included. Detailed
abstract on page i
| null | null | null |
physics.bio-ph cond-mat.soft nlin.AO physics.chem-ph quant-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This work asks how light harvesting in photosynthetic systems can be
optimised for economically scalable, sustainable energy production. Hierarchy
theory is introduced as a system-analysis and optimisation tool better able to
handle multiscale, multiprocess complexities in photosynthetic energetics
compared with standard linear-process analysis. Within this framework, new
insights are given into relationships between composition, structure and
energetics at the scale of the thylakoid membrane, and also into how components
at different scales cooperate under functional objectives of the whole
photosynthetic system. Combining these reductionistic and holistic analyses
creates a platform for modelling multiscale-optimal, idealised photosynthetic
systems in silico.
|
[
{
"created": "Mon, 24 Feb 2014 21:00:32 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Ringsmuth",
"Andrew K.",
""
]
] |
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] |
1402.5973
|
Peter McIntyre
|
Saeed Assadi, Chase Collins, Peter McIntyre, James Gerity, Joshua
Kellams, Thomas Mann, Christopher Mathewson, Nathaniel Pogue, Akhdiyor
Sattarov, and Richard York
|
Higgs Factory and 100 TeV Hadron Collider: Opportunity for a New World
Laboratory within a Decade
|
10 pages, 6 figures
| null | null | null |
physics.acc-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Suggestions have been made for a 80-100 km circumference Future Circular
Collider (FCC) that could ultimately contain a circular e+e- ring collider
operating as a Higgs Factory as well as a 100 TeV hadron collider. Those
suggestions have motivated us to propose an approach in which the project is
sited at the location at the SSC tunnel, which has the lowest tunnel cost ever.
The low tunnel cost would make it cost-effective to locate the 100 TeV Hadron
Collider in a 270 km circumference tunne, using 4.5 Tesla superconducting
magnets. The SSC tunnel itself would be used to house the Higgs Factory and the
injector for the Hadron Collider. The injector for the Higgs Factory would be
also used as a driver for an X-ray Free Electron Laser with unique capabilities
for protein crystallography. The location of the project at a location with
favorable geotechnology for minimum-cost tunneling, and low-cost/low-risk
technology for the SRF and superconducting magnets, open the possibility to
build the proposed laboratory within a decade.
|
[
{
"created": "Mon, 24 Feb 2014 21:01:04 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Assadi",
"Saeed",
""
],
[
"Collins",
"Chase",
""
],
[
"McIntyre",
"Peter",
""
],
[
"Gerity",
"James",
""
],
[
"Kellams",
"Joshua",
""
],
[
"Mann",
"Thomas",
""
],
[
"Mathewson",
"Christopher",
""
],
[
"Pogue",
"Nathaniel",
""
],
[
"Sattarov",
"Akhdiyor",
""
],
[
"York",
"Richard",
""
]
] |
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] |
1402.5979
|
Renato J Cintra
|
V. A. Coutinho, R. J. Cintra, F. M. Bayer, S. Kulasekera, A.
Madanayake
|
A Multiplierless Pruned DCT-like Transformation for Image and Video
Compression that Requires 10 Additions Only
|
13 pages, 4 figures, 5 tables
|
Journal of Real-Time Image Processing, August 2016, Volume 12,
Issue 2, pp 247-255
|
10.1007/s11554-015-0492-8
| null |
cs.MM cs.CV stat.ME
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A multiplierless pruned approximate 8-point discrete cosine transform (DCT)
requiring only 10 additions is introduced. The proposed algorithm was assessed
in image and video compression, showing competitive performance with
state-of-the-art methods. Digital implementation in 45 nm CMOS technology up to
place-and-route level indicates clock speed of 288 MHz at a 1.1 V supply. The
8x8 block rate is 36 MHz.The DCT approximation was embedded into HEVC reference
software; resulting video frames, at up to 327 Hz for 8-bit RGB HEVC, presented
negligible image degradation.
|
[
{
"created": "Mon, 24 Feb 2014 21:04:41 GMT",
"version": "v1"
},
{
"created": "Sun, 11 Dec 2016 19:23:57 GMT",
"version": "v2"
}
] |
2016-12-13
|
[
[
"Coutinho",
"V. A.",
""
],
[
"Cintra",
"R. J.",
""
],
[
"Bayer",
"F. M.",
""
],
[
"Kulasekera",
"S.",
""
],
[
"Madanayake",
"A.",
""
]
] |
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] |
1402.5983
|
Charles Santori
|
Charles Santori, Jason S. Pelc, Raymond G. Beausoleil, Nikolas Tezak,
Ryan Hamerly, and Hideo Mabuchi
|
Quantum noise in large-scale coherent nonlinear photonic circuits
|
Revised
|
Phys. Rev. Applied 1, 054005 (2014)
| null | null |
quant-ph physics.optics
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
A semiclassical simulation approach is presented for studying quantum noise
in large-scale photonic circuits incorporating an ideal Kerr nonlinearity. A
circuit solver is used to generate matrices defining a set of stochastic
differential equations, in which the resonator field variables represent random
samplings of the Wigner quasi-probability distributions. Although the
semiclassical approach involves making a large-photon-number approximation,
tests on one- and two-resonator circuits indicate satisfactory agreement
between the semiclassical and full-quantum simulation results in the parameter
regime of interest. The semiclassical model is used to simulate random errors
in a large-scale circuit that contains 88 resonators and hundreds of components
in total, and functions as a 4-bit ripple counter. The error rate as a function
of on-state photon number is examined, and it is observed that the quantum
fluctuation amplitudes do not increase as signals propagate through the
circuit, an important property for scalability.
|
[
{
"created": "Mon, 24 Feb 2014 21:14:52 GMT",
"version": "v1"
},
{
"created": "Tue, 27 May 2014 19:01:15 GMT",
"version": "v2"
}
] |
2014-07-15
|
[
[
"Santori",
"Charles",
""
],
[
"Pelc",
"Jason S.",
""
],
[
"Beausoleil",
"Raymond G.",
""
],
[
"Tezak",
"Nikolas",
""
],
[
"Hamerly",
"Ryan",
""
],
[
"Mabuchi",
"Hideo",
""
]
] |
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] |
1402.5984
|
Melanie JI Muller PhD
|
Melanie JI Muller, Beverly I Neugeboren, David R Nelson, Andrew W
Murray
|
Genetic drift opposes mutualism during spatial population expansion
|
12 pages main text, 20 pages SI
|
Proc. Natl. Acad. Sci. USA 111, 1037-1042 (2014)
|
10.1073/pnas.1313285111
| null |
q-bio.PE physics.bio-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Mutualistic interactions benefit both partners, promoting coexistence and
genetic diversity. Spatial structure can promote cooperation, but spatial
expansions may also make it hard for mutualistic partners to stay together,
since genetic drift at the expansion front creates regions of low genetic and
species diversity. To explore the antagonism between mutualism and genetic
drift, we grew cross-feeding strains of the budding yeast S. cerevisiae on agar
surfaces as a model for mutualists undergoing spatial expansions. By supplying
varying amounts of the exchanged nutrients, we tuned strength and symmetry of
the mutualistic interaction. Strong mutualism suppresses genetic demixing
during spatial expansions and thereby maintains diversity, but weak or
asymmetric mutualism is overwhelmed by genetic drift even when mutualism is
still beneficial, slowing growth and reducing diversity. Theoretical modeling
using experimentally measured parameters predicts the size of demixed regions
and how strong mutualism must be to survive a spatial expansion.
|
[
{
"created": "Mon, 24 Feb 2014 21:15:27 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Muller",
"Melanie JI",
""
],
[
"Neugeboren",
"Beverly I",
""
],
[
"Nelson",
"David R",
""
],
[
"Murray",
"Andrew W",
""
]
] |
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] |
1402.5987
|
Daniel S. Berger
|
Daniel S. Berger, Philipp Gland, Sahil Singla, and Florin Ciucu
|
Exact Analysis of TTL Cache Networks: The Case of Caching Policies
driven by Stopping Times
| null | null | null | null |
cs.PF cs.NI
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
TTL caching models have recently regained significant research interest,
largely due to their ability to fit popular caching policies such as LRU. This
paper advances the state-of-the-art analysis of TTL-based cache networks by
developing two exact methods with orthogonal generality and computational
complexity. The first method generalizes existing results for line networks
under renewal requests to the broad class of caching policies whereby evictions
are driven by stopping times. The obtained results are further generalized,
using the second method, to feedforward networks with Markov arrival processes
(MAP) requests. MAPs are particularly suitable for non-line networks because
they are closed not only under superposition and splitting, as known, but also
under input-output caching operations as proven herein for phase-type TTL
distributions. The crucial benefit of the two closure properties is that they
jointly enable the first exact analysis of feedforward networks of TTL caches
in great generality.
|
[
{
"created": "Mon, 24 Feb 2014 21:19:39 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Berger",
"Daniel S.",
""
],
[
"Gland",
"Philipp",
""
],
[
"Singla",
"Sahil",
""
],
[
"Ciucu",
"Florin",
""
]
] |
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] |
1402.5988
|
Nikos Katzouris
|
Nikos Katzouris, Alexander Artikis, George Paliouras
|
Incremental Learning of Event Definitions with Inductive Logic
Programming
| null | null | null | null |
cs.LG cs.AI
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Event recognition systems rely on properly engineered knowledge bases of
event definitions to infer occurrences of events in time. The manual
development of such knowledge is a tedious and error-prone task, thus
event-based applications may benefit from automated knowledge construction
techniques, such as Inductive Logic Programming (ILP), which combines machine
learning with the declarative and formal semantics of First-Order Logic.
However, learning temporal logical formalisms, which are typically utilized by
logic-based Event Recognition systems is a challenging task, which most ILP
systems cannot fully undertake. In addition, event-based data is usually
massive and collected at different times and under various circumstances.
Ideally, systems that learn from temporal data should be able to operate in an
incremental mode, that is, revise prior constructed knowledge in the face of
new evidence. Most ILP systems are batch learners, in the sense that in order
to account for new evidence they have no alternative but to forget past
knowledge and learn from scratch. Given the increased inherent complexity of
ILP and the volumes of real-life temporal data, this results to algorithms that
scale poorly. In this work we present an incremental method for learning and
revising event-based knowledge, in the form of Event Calculus programs. The
proposed algorithm relies on abductive-inductive learning and comprises a
scalable clause refinement methodology, based on a compressive summarization of
clause coverage in a stream of examples. We present an empirical evaluation of
our approach on real and synthetic data from activity recognition and city
transport applications.
|
[
{
"created": "Mon, 24 Feb 2014 21:22:51 GMT",
"version": "v1"
},
{
"created": "Sat, 22 Nov 2014 13:24:29 GMT",
"version": "v2"
}
] |
2014-11-25
|
[
[
"Katzouris",
"Nikos",
""
],
[
"Artikis",
"Alexander",
""
],
[
"Paliouras",
"George",
""
]
] |
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Incremental Learning of Event Definitions with Inductive Logic Programming
|
http://arxiv.org/abs/1402.5988v2
|
http://arxiv.org/pdf/1402.5988v2.pdf
|
https://github.com/nkatzz/iled
| false | false |
https://paperswithcode.com/paper/incremental-learning-of-event-definitions
|
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] |
1402.5991
|
Issac Shams
|
Issac Shams, Saeede Ajorlou, Kai Yang
|
A predictive analytics approach to reducing avoidable hospital
readmission
|
30 pages, 4 figures, 7 tables
| null | null | null |
stat.AP cs.AI
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Hospital readmission has become a critical metric of quality and cost of
healthcare. Medicare anticipates that nearly $17 billion is paid out on the 20%
of patients who are readmitted within 30 days of discharge. Although several
interventions such as transition care management and discharge reengineering
have been practiced in recent years, the effectiveness and sustainability
depends on how well they can identify and target patients at high risk of
rehospitalization. Based on the literature, most current risk prediction models
fail to reach an acceptable accuracy level; none of them considers patient's
history of readmission and impacts of patient attribute changes over time; and
they often do not discriminate between planned and unnecessary readmissions.
Tackling such drawbacks, we develop a new readmission metric based on
administrative data that can identify potentially avoidable readmissions from
all other types of readmission. We further propose a tree based classification
method to estimate the predicted probability of readmission that can directly
incorporate patient's history of readmission and risk factors changes over
time. The proposed methods are validated with 2011-12 Veterans Health
Administration data from inpatients hospitalized for heart failure, acute
myocardial infarction, pneumonia, or chronic obstructive pulmonary disease in
the State of Michigan. Results shows improved discrimination power compared to
the literature (c-statistics>80%) and good calibration.
|
[
{
"created": "Mon, 24 Feb 2014 21:37:25 GMT",
"version": "v1"
},
{
"created": "Wed, 12 Mar 2014 23:42:51 GMT",
"version": "v2"
}
] |
2014-03-14
|
[
[
"Shams",
"Issac",
""
],
[
"Ajorlou",
"Saeede",
""
],
[
"Yang",
"Kai",
""
]
] |
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] |
1402.5992
|
R\u{a}zvan \c{S}tef\u{a}nescu
|
R\u{a}zvan \c{S}tef\u{a}nescu, Adrian Sandu, Ionel Michael Navon
|
POD/DEIM Reduced-Order Strategies for Efficient Four Dimensional
Variational Data Assimilation
|
49 pages, 7 figures
| null |
10.1016/j.jcp.2015.04.030
|
CSTR-17/2015
|
cs.SY math.NA
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This work studies reduced order modeling (ROM) approaches to speed up the
solution of variational data assimilation problems with large scale nonlinear
dynamical models. It is shown that a key requirement for a successful reduced
order solution is that reduced order Karush-Kuhn-Tucker conditions accurately
represent their full order counterparts. In particular, accurate reduced order
approximations are needed for the forward and adjoint dynamical models, as well
as for the reduced gradient. New strategies to construct reduced order based
are developed for Proper Orthogonal Decomposition (POD) ROM data assimilation
using both Galerkin and Petrov-Galerkin projections. For the first time POD,
tensorial POD, and discrete empirical interpolation method (DEIM) are employed
to develop reduced data assimilation systems for a geophysical flow model,
namely, the two dimensional shallow water equations. Numerical experiments
confirm the theoretical framework for Galerkin projection. In the case of
Petrov-Galerkin projection, stabilization strategies must be considered for the
reduced order models. The new reduced order shallow water data assimilation
system provides analyses similar to those produced by the full resolution data
assimilation system in one tenth of the computational time.
|
[
{
"created": "Mon, 24 Feb 2014 21:39:33 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Mar 2014 05:37:26 GMT",
"version": "v2"
},
{
"created": "Thu, 23 Apr 2015 04:00:44 GMT",
"version": "v3"
}
] |
2015-05-20
|
[
[
"Ştefănescu",
"Răzvan",
""
],
[
"Sandu",
"Adrian",
""
],
[
"Navon",
"Ionel Michael",
""
]
] |
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] |
1402.5994
|
Thomas Bernhard R\"ocker
|
T.B. R\"ocker, L. Cou\"edel, S.K. Zhdanov, V. Nosenko, A.V. Ivlev,
H.M. Thomas, and G.E. Morfill
|
Nonlinear regime of the mode-coupling instability in 2D plasma crystals
|
6 pages, 4 figures
| null |
10.1209/0295-5075/106/45001
| null |
physics.plasm-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The transition between linear and nonlinear regimes of the mode-coupling
instability (MCI) operating in a monolayer plasma crystal is studied. The mode
coupling is triggered at the centre of the crystal and a melting front is
formed, which travels through the crystal. At the nonlinear stage, the mode
coupling results in synchronisation of the particle motion and the kinetic
temperature of the particles grows exponentially. After melting of the
crystalline structure, the mean kinetic energy of the particles continued to
grow further, preventing recrystallisation of the melted phase. The effect
could not be reproduced in simulations employing a simple point-like wake
model. This shows that at the nonlinear stage of the MCI a heating mechanism is
working which was not considered so far.
|
[
{
"created": "Mon, 24 Feb 2014 21:46:29 GMT",
"version": "v1"
}
] |
2015-06-18
|
[
[
"Röcker",
"T. B.",
""
],
[
"Couëdel",
"L.",
""
],
[
"Zhdanov",
"S. K.",
""
],
[
"Nosenko",
"V.",
""
],
[
"Ivlev",
"A. V.",
""
],
[
"Thomas",
"H. M.",
""
],
[
"Morfill",
"G. E.",
""
]
] |
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] |
1402.5999
|
She-Sheng Xue
|
Rohoollah Mohammadi, Iman Motie, She-Sheng Xue
|
Circular polarization from linearly polarized laser beam collisions
|
11 pages 1 figure
|
Physics Review A89 062111(2014)
|
10.1103/PhysRevA.89.062111
| null |
physics.optics hep-ex hep-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
To probe the nonlinear effects of photon-photon interaction in the quantum
electrodynamics, we study the generation of circular polarized photons by the
collision of two linearly polarized laser beams. In the framework of the
Euler-Heisenberg effective Lagrangian and the Quantum Boltzmann equation for
the time evolution of the density matrix of polarizations, we calculate the
intensity of circular polarizations generated by the collision of two linearly
polarized laser beams and estimate the rate of generation. As a result, we show
that the generated circular polarization can be experimentally measured, on the
basis of optical laser beams of average power KW, which are currently available
in laboratories. Our study presents a valuable supplementary to other
theoretical and experimental frameworks to study and measure the nonlinear
effects of photon-photon interaction in the quantum electrodynamics.
|
[
{
"created": "Fri, 21 Feb 2014 17:34:13 GMT",
"version": "v1"
}
] |
2015-09-09
|
[
[
"Mohammadi",
"Rohoollah",
""
],
[
"Motie",
"Iman",
""
],
[
"Xue",
"She-Sheng",
""
]
] |
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] |
1402.6005
|
Alexander L\'opez-Parrado Mr.
|
Juan Camilo Valderrama-Cuervo, Alexander L\'opez-Parrado
|
Open Cores for Digital Signal Processing
| null | null | null | null |
cs.AR
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This paper presents the design and implementation of three System on Chip
(SoC) cores, which implement the Digital Signal Processing (DSP) functions:
Finite Impulse Response (FIR) filter, Infinite Impulse Response (IIR) filter
and Fast Fourier Transform (FFT). The FIR filter core is based on the
symmetrical realization form, the IIR filter core is based on the Second Order
Sections (SOS) architecture and the FFT core is based on the Radix $2^2$ Single
Delay Feedback (R$2^2$SDF) architecture. The three cores are compatible with
the Wishbone SoC bus and they were described using generic and structural VHDL.
In system hardware verification was performed by using an OpenRisc-based SoC
synthesized on an Altera FPGA, the tests showed that the designed DSP cores are
suitable for building SoC based on the OpenRisc processor and the Wishbone bus.
|
[
{
"created": "Mon, 24 Feb 2014 22:42:02 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Valderrama-Cuervo",
"Juan Camilo",
""
],
[
"López-Parrado",
"Alexander",
""
]
] |
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] |
1402.6010
|
Linhong Zhu
|
Linhong Zhu and Aram Galstyan and James Cheng and Kristina Lerman
|
Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social
Media
|
A short version is in Proceeding of the 2014 ACM SIGMOD International
Conference on Management of data
| null |
10.1145/2588555.2593682
| null |
cs.SI cs.CL cs.IR
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
The growing popularity of social media (e.g, Twitter) allows users to easily
share information with each other and influence others by expressing their own
sentiments on various subjects. In this work, we propose an unsupervised
\emph{tri-clustering} framework, which analyzes both user-level and tweet-level
sentiments through co-clustering of a tripartite graph. A compelling feature of
the proposed framework is that the quality of sentiment clustering of tweets,
users, and features can be mutually improved by joint clustering. We further
investigate the evolution of user-level sentiments and latent feature vectors
in an online framework and devise an efficient online algorithm to sequentially
update the clustering of tweets, users and features with newly arrived data.
The online framework not only provides better quality of both dynamic
user-level and tweet-level sentiment analysis, but also improves the
computational and storage efficiency. We verified the effectiveness and
efficiency of the proposed approaches on the November 2012 California ballot
Twitter data.
|
[
{
"created": "Mon, 24 Feb 2014 22:58:28 GMT",
"version": "v1"
},
{
"created": "Wed, 26 Feb 2014 18:50:55 GMT",
"version": "v2"
},
{
"created": "Thu, 12 Jun 2014 18:49:21 GMT",
"version": "v3"
}
] |
2014-06-13
|
[
[
"Zhu",
"Linhong",
""
],
[
"Galstyan",
"Aram",
""
],
[
"Cheng",
"James",
""
],
[
"Lerman",
"Kristina",
""
]
] |
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] |
1402.6013
|
Joaquin Vanschoren
|
Joaquin Vanschoren and Mikio L. Braun and Cheng Soon Ong
|
Open science in machine learning
| null | null | null | null |
cs.LG cs.DL
|
http://creativecommons.org/licenses/by/3.0/
|
We present OpenML and mldata, open science platforms that provides easy
access to machine learning data, software and results to encourage further
study and application. They go beyond the more traditional repositories for
data sets and software packages in that they allow researchers to also easily
share the results they obtained in experiments and to compare their solutions
with those of others.
|
[
{
"created": "Mon, 24 Feb 2014 23:12:42 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Vanschoren",
"Joaquin",
""
],
[
"Braun",
"Mikio L.",
""
],
[
"Ong",
"Cheng Soon",
""
]
] |
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] |
1402.6016
|
Suayb Arslan
|
Suayb S. Arslan
|
Incremental Redundancy, Fountain Codes and Advanced Topics
|
57 pages, 22 figures, Version 0.2
| null | null | null |
cs.IT math.IT
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
This document is written in order to establish a common base ground on which
the majority of the relevant research about linear fountain codes can be
analyzed and compared. As far as I am concerned, there is no unified approach
that outlines and compares most of the published linear fountain codes in a
single and self-contained framework. This written document has not only
resulted in the review of theoretical fundamentals of efficient coding
techniques for incremental redundancy and linear fountain coding, but also
helped me have a comprehensive reference document and hopefully for many other
graduate students who would like to have some background to pursue a research
career regarding fountain codes and their various applications. Some background
in information, coding, graph and probability theory is expected. Although
various aspects of this topic and many other relevant research are deliberately
left out, I still hope that this document shall serve researchers' need well. I
have also included several exercises to warm up. The presentation style is
usually informal and the presented material is not necessarily rigorous. There
are many spots in the text that are product of my coauthors and myself,
although some of which have not been published yet.
|
[
{
"created": "Mon, 24 Feb 2014 23:41:50 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Jul 2014 22:40:31 GMT",
"version": "v2"
}
] |
2014-07-16
|
[
[
"Arslan",
"Suayb S.",
""
]
] |
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Incremental Redundancy, Fountain Codes and Advanced Topics
|
https://arxiv.org/abs/1402.6016v2
|
https://arxiv.org/pdf/1402.6016v2.pdf
|
https://github.com/suaybarslan/founsure.github.io
| false | false |
https://paperswithcode.com/paper/incremental-redundancy-fountain-codes-and
|
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] |
1402.6024
|
Victor Krylov
|
Victor V. Krylov
|
Directivity patterns of laser-generated sound in solids: Effects of
optical and thermal parameters
|
14 pages, 7 figures
|
Ultrasonics, vol. 69, July 2016, pp. 279-284
|
10.1016/j.ultras.2016.01.011
| null |
physics.optics physics.class-ph
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
In the present paper, directivity patterns of laser-generated sound in solids
are investigated theoretically. Two main approaches to the calculation of
directivity patterns of laser-generated sound are discussed for the most
important case of thermo-optical regime of generation. The first approach,
which is widely used in practice, is based on the simple modelling of the
equivalent thermo-optical source as a mechanical dipole comprising two
horizontal forces applied to the surface in opposite directions. The second
approach is based on the rigorous theory that takes into account all
acoustical, optical and thermal parameters of a solid material and all
geometrical and physical parameters of a laser beam. Directivity patterns of
laser-generated bulk longitudinal and shear elastic waves, as well as the
amplitudes of generated Rayleigh surface waves, are calculated for different
values of physical and geometrical parameters and compared with the directivity
patterns calculated in case of dipole-source representation. It is demonstrated
that the simple approach using a dipole-source representation of
laser-generated sound is rather limited, especially for description of
generated longitudinal acoustic waves. A practical criterion is established to
define the conditions under which the dipole-source representation gives
predictions with acceptable errors. It is shown that, for radiation in the
normal direction to the surface, the amplitudes of longitudinal waves are
especially sensitive to the values of thermal parameters and of the acoustic
reflection coefficient from a free solid surface. A discussion is given on the
possibility of using such a high sensitivity to the values of the reflection
coefficient for investigation of surface properties of real solids.
|
[
{
"created": "Tue, 25 Feb 2014 00:34:20 GMT",
"version": "v1"
}
] |
2017-08-22
|
[
[
"Krylov",
"Victor V.",
""
]
] |
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] |
1402.6028
|
Volodymyr Kuleshov
|
Volodymyr Kuleshov and Doina Precup
|
Algorithms for multi-armed bandit problems
| null | null | null | null |
cs.AI cs.LG
|
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
|
Although many algorithms for the multi-armed bandit problem are
well-understood theoretically, empirical confirmation of their effectiveness is
generally scarce. This paper presents a thorough empirical study of the most
popular multi-armed bandit algorithms. Three important observations can be made
from our results. Firstly, simple heuristics such as epsilon-greedy and
Boltzmann exploration outperform theoretically sound algorithms on most
settings by a significant margin. Secondly, the performance of most algorithms
varies dramatically with the parameters of the bandit problem. Our study
identifies for each algorithm the settings where it performs well, and the
settings where it performs poorly. Thirdly, the algorithms' performance
relative each to other is affected only by the number of bandit arms and the
variance of the rewards. This finding may guide the design of subsequent
empirical evaluations. In the second part of the paper, we turn our attention
to an important area of application of bandit algorithms: clinical trials.
Although the design of clinical trials has been one of the principal practical
problems motivating research on multi-armed bandits, bandit algorithms have
never been evaluated as potential treatment allocation strategies. Using data
from a real study, we simulate the outcome that a 2001-2002 clinical trial
would have had if bandit algorithms had been used to allocate patients to
treatments. We find that an adaptive trial would have successfully treated at
least 50% more patients, while significantly reducing the number of adverse
effects and increasing patient retention. At the end of the trial, the best
treatment could have still been identified with a high level of statistical
confidence. Our findings demonstrate that bandit algorithms are attractive
alternatives to current adaptive treatment allocation strategies.
|
[
{
"created": "Tue, 25 Feb 2014 01:34:43 GMT",
"version": "v1"
}
] |
2014-02-26
|
[
[
"Kuleshov",
"Volodymyr",
""
],
[
"Precup",
"Doina",
""
]
] |
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] |
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