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WOB
2007
116views Bioinformatics» more  WOB 2007»
15 years 28 days ago
Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information
Abstract. We propose a method for global validation of gene clusterings. The method selects a set of informative and non-redundant GO terms through an exploration of the Gene Ontol...
Ivan G. Costa, Marcílio Carlos Pereira de S...
CSFW
2011
IEEE
13 years 11 months ago
A Statistical Test for Information Leaks Using Continuous Mutual Information
—We present a statistical test for detecting information leaks in systems with continuous outputs. We use continuous mutual information to detect the information leakage from tri...
Tom Chothia, Apratim Guha
SIGIR
2010
ACM
15 years 3 months ago
Estimation of statistical translation models based on mutual information for ad hoc information retrieval
As a principled approach to capturing semantic relations of words in information retrieval, statistical translation models have been shown to outperform simple document language m...
Maryam Karimzadehgan, ChengXiang Zhai
IPMI
2009
Springer
16 years 18 days ago
Unifying encoding of spatial information in mutual information for nonrigid registration
As encoding spatial information into mutual information (MI) can improve the nonrigid registration against bias fields where the conventional MI is challenged, we propose to unify ...
David J. Hawkes, Sébastien Ourselin, Xiahai...
NECO
1998
53views more  NECO 1998»
14 years 11 months ago
Mutual Information, Fisher Information and Population Coding
Nicolas Brunel, Jean-Pierre Nadal