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» Mutual Information, Fisher Information and Population Coding
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BMCBI
2010
108views more  BMCBI 2010»
13 years 5 months ago
BIGSdb: Scalable analysis of bacterial genome variation at the population level
Background: The opportunities for bacterial population genomics that are being realised by the application of parallel nucleotide sequencing require novel bioinformatics platforms...
Keith A. Jolley, Martin C. J. Maiden
GECCO
2009
Springer
137views Optimization» more  GECCO 2009»
13 years 11 months ago
Efficient natural evolution strategies
Efficient Natural Evolution Strategies (eNES) is a novel alternative to conventional evolutionary algorithms, using the natural gradient to adapt the mutation distribution. Unlike...
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Sch...
KDD
2003
ACM
124views Data Mining» more  KDD 2003»
14 years 8 months ago
Information-theoretic co-clustering
Two-dimensional contingency or co-occurrence tables arise frequently in important applications such as text, web-log and market-basket data analysis. A basic problem in contingenc...
Inderjit S. Dhillon, Subramanyam Mallela, Dharmend...
ICC
2009
IEEE
162views Communications» more  ICC 2009»
14 years 2 months ago
Design and Evaluation of a Multilevel Decoder for Satellite Communications
—In this paper, we propose a multilevel coding (MLC) scheme suitable for satellite communications, where different QoS levels are required. We introduce a novel characterization ...
Aharon Vargas, Marco Breiling, Wolfgang H. Gerstac...
CEC
2009
IEEE
13 years 10 months ago
Direct and explicit building blocks identification and composition algorithm
— This paper proposes a new algorithm to identify and compose building blocks based on minimum mutual information criterion. Building blocks are interpreted as common subsequence...
Chalermsub Sangkavichitr, Prabhas Chongstitvatana