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CORR
2007
Springer
95views Education» more  CORR 2007»
13 years 7 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...
CORR
2007
Springer
99views Education» more  CORR 2007»
13 years 7 months ago
Fast Selection of Spectral Variables with B-Spline Compression
The large number of spectral variables in most data sets encountered in spectral chemometrics often renders the prediction of a dependent variable uneasy. The number of variables ...
Fabrice Rossi, Damien François, Vincent Wer...
CORR
2007
Springer
114views Education» more  CORR 2007»
13 years 7 months ago
Self-organizing maps and symbolic data
Abstract. In data analysis new forms of complex data have to be considered like for example (symbolic data, functional data, web data, trees, SQL query and multimedia data,. . . )....
Aïcha El Golli, Brieuc Conan-Guez, Fabrice Ro...
CORR
2007
Springer
78views Education» more  CORR 2007»
13 years 7 months ago
A New Lower Bound on Guard Placement for Wireless Localization
Mirela Damian, Robin Y. Flatland, Joseph O'Rourke,...
CORR
2007
Springer
119views Education» more  CORR 2007»
13 years 7 months ago
Towards the Secrecy Capacity of the Gaussian MIMO Wire-tap Channel: The 2-2-1 Channel
—We find the secrecy capacity of the 2-2-1 Gaussian MIMO wiretap channel, which consists of a transmitter and a receiver with two antennas each, and an eavesdropper with a singl...
Shabnam Shafiee, Nan Liu, Sennur Ulukus
CORR
2007
Springer
132views Education» more  CORR 2007»
13 years 7 months ago
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
In many real-world applications, data cannot be accurately represented by vectors. In those situations, one possible solution is to rely on dissimilarity measures that enable a se...
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Go...
CORR
2007
Springer
90views Education» more  CORR 2007»
13 years 7 months ago
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
Data from spectrophotometers form vectors of a large number of exploitable variables. Building quantitative models using these variables most often requires using a smaller set of...
Fabrice Rossi, Amaury Lendasse, Damien Franç...
CORR
2007
Springer
88views Education» more  CORR 2007»
13 years 7 months ago
A software for learning Information Theory basics with emphasis on Entropy of Spanish
In this paper, an educational software aimed to help learning Information Theory basics in a practical way is reported. The software, called IT-tutor-UV, can produce entropy analy...
Fabio G. Guerrero, Lucio A. Perez
CORR
2007
Springer
64views Education» more  CORR 2007»
13 years 7 months ago
Series which are both max-plus and min-plus rational are unambiguous
Consider partial maps Σ∗ −→   with a rational domain. We show that two families of such series are actually the same: the unambiguous rational series on the one hand, and ...
Sylvain Lombardy, Jean Mairesse
CORR
2007
Springer
182views Education» more  CORR 2007»
13 years 7 months ago
Triangulating the Real Projective Plane
We consider the problem of computing a triangulation of the real projective plane P2 , given a finite point set P = {p1, p2, . . . , pn} as input. We prove that a triangulation of...
Mridul Aanjaneya, Monique Teillaud