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» Robust Feature Selection by Mutual Information Distributions
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IACR
2011
134views more  IACR 2011»
12 years 7 months ago
An Exploration of the Kolmogorov-Smirnov Test as Competitor to Mutual Information Analysis
A theme of recent side-channel research has been the quest for distinguishers which remain eective even when few assumptions can be made about the underlying distribution of the m...
Carolyn Whitnall, Elisabeth Oswald, Luke Mather
GECCO
2003
Springer
14 years 21 days ago
The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms
Correlations between alleles after selection are an important source of information. Such correlations should be exploited for further search and thereby constitute the building bl...
Marc Toussaint
ICANN
2007
Springer
13 years 11 months ago
Classifying EEG Data into Different Memory Loads Across Subjects
Abstract. In this paper we consider the question of whether it is possible to classify n-back EEG data into different memory loads across subjects. To capture relevant information ...
Liang Wu, Predrag Neskovic
CVIU
2007
180views more  CVIU 2007»
13 years 7 months ago
Mutual information based registration of multimodal stereo videos for person tracking
Research presented in this paper deals with the systematic examination, development, and evaluation of a novel multimodal registration approach that can perform accurately and rob...
Stephen J. Krotosky, Mohan M. Trivedi
ICPR
2006
IEEE
14 years 8 months ago
Image template matching using Mutual Information and NP-Windows
A non-parametric (NP) sampling method is introduced for obtaining the joint distribution of a pair of images. This method is called NP windowing and is equivalent to sampling the ...
N. D. H. Dowson, Richard Bowden, Timor Kadir