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CORR
2007
Springer
100views Education» more  CORR 2007»
13 years 11 months ago
Identifying statistical dependence in genomic sequences via mutual information estimates
Questions of understanding and quantifying the representation and amount of information in organisms have become a central part of biological research, as they potentially hold th...
H. M. Aktulga, I. Kontoyiannis, L. A. Lyznik, Luka...
CORR
2007
Springer
95views Education» more  CORR 2007»
13 years 11 months ago
Resampling methods for parameter-free and robust feature selection with mutual information
Combining the mutual information criterion with a forward feature selection strategy offers a good trade-off between optimality of the selected feature subset and computation time...
Damien François, Fabrice Rossi, Vincent Wer...
IJSI
2008
129views more  IJSI 2008»
13 years 12 months ago
Managing the Acronym/Expansion Identification Process for Text-Mining Applications
This paper deals with an acronym/definition extraction approach from textual data (corpora) and the disambiguation of these definitions (or expansions). Both steps of our global pr...
Mathieu Roche, Violaine Prince
CORR
2006
Springer
99views Education» more  CORR 2006»
13 years 12 months ago
A New Approach for Capacity Analysis of Large Dimensional Multi-Antenna Channels
This paper adresses the behaviour of the mutual information of correlated MIMO Rayleigh channels when the numbers of transmit and receive antennas converge to + at the same rate. ...
Walid Hachem, Oleksiy Khorunzhiy, Philippe Loubato...
BMCBI
2006
165views more  BMCBI 2006»
13 years 12 months ago
Validation and functional annotation of expression-based clusters based on gene ontology
Background: The biological interpretation of large-scale gene expression data is one of the paramount challenges in current bioinformatics. In particular, placing the results in t...
Ralf Steuer, Peter Humburg, Joachim Selbig
AI
2006
Springer
13 years 12 months ago
On the incompatibility of faithfulness and monotone DAG faithfulness
Cheng, Greiner, Kelly, Bell and Liu [Artificial Intelligence 137 (2002) 43
David Maxwell Chickering, Christopher Meek
CVIU
2008
151views more  CVIU 2008»
13 years 12 months ago
Accurate and precise 2D-3D registration based on X-ray intensity
This paper addresses the problem of estimating the 3D rigid pose of an object from its digitized X-ray projection. We considered the cases of homogeneous (CAD models) and inhomoge...
Souha Aouadi, Laurent Sarry
CORR
2008
Springer
69views Education» more  CORR 2008»
13 years 12 months ago
Information In The Non-Stationary Case
Information estimates such as the "direct method" of Strong et al. (1998) sidestep the difficult problem of estimating the joint distribution of response and stimulus by...
Vincent Q. Vu, Bin Yu, Robert E. Kass
CORR
2010
Springer
139views Education» more  CORR 2010»
13 years 12 months ago
Molecular Communication Using Brownian Motion with Drift
Inspired by biological communication systems, molecular communication has been proposed as a viable scheme to communicate between nano-sized devices separated by a very short dist...
Sachin Kadloor, Raviraj S. Adve, Andrew W. Eckford
CORR
2010
Springer
123views Education» more  CORR 2010»
13 years 12 months ago
Mutual Information of IID Complex Gaussian Signals on Block Rayleigh-faded Channels
We present a method to compute, quickly and efficiently, the mutual information achieved by an IID (independent identically distributed) complex Gaussian input on a block Rayleigh-...
Fredrik Rusek, Angel Lozano, Nihar Jindal