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CSB
2005
IEEE
126views Bioinformatics» more  CSB 2005»
16 years 19 days ago
Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach
In the feature selection of cancer classification problems, many existing methods consider genes individually by choosing the top genes which have the most significant signal-to...
Zheng Yun, Kwoh Chee Keong
182
Voted
TCC
2005
Springer
113views Cryptology» more  TCC 2005»
16 years 14 days ago
Entropic Security and the Encryption of High Entropy Messages
Russell and Wang [22] recently introduced an elegant, information-theoretic notion called entropic security of encryption: they required that the cipher text leak no predicate of ...
Yevgeniy Dodis, Adam Smith
226
Voted
MIR
2004
ACM
154views Multimedia» more  MIR 2004»
16 years 13 days ago
Fast and robust short video clip search using an index structure
In this paper, we present an index structure-based method to fast and robustly search short video clips in large video collections. First we temporally segment a given long video ...
Junsong Yuan, Ling-Yu Duan, Qi Tian, Changsheng Xu
347
Voted
ROCAI
2004
Springer
16 years 10 days ago
Learning Mixtures of Localized Rules by Maximizing the Area Under the ROC Curve
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
Tobias Sing, Niko Beerenwinkel, Thomas Lengauer
ICDM
2003
IEEE
95views Data Mining» more  ICDM 2003»
16 years 9 days ago
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection
Abstract—Despite the considerable amount of research work on the application of Gabor filters in pattern classification, their design and selection have been mostly done on a t...
Zehang Sun, George Bebis, Ronald Miller