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ICML
2010
IEEE
13 years 11 months ago
From Transformation-Based Dimensionality Reduction to Feature Selection
Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
Mahdokht Masaeli, Glenn Fung, Jennifer G. Dy
BIOSYSTEMS
2007
52views more  BIOSYSTEMS 2007»
13 years 10 months ago
The genotypic complexity of evolved fault-tolerant and noise-robust circuits
Noise and component failure is an increasingly difficult problem in modern electronic design. Bioinspired techniques is one approach that is applied in an effort to solve such is...
Morten Hartmann, Pauline C. Haddow, Per Kristian L...
BMCBI
2007
99views more  BMCBI 2007»
13 years 10 months ago
RepSeq - A database of amino acid repeats present in lower eukaryotic pathogens
Background: Amino acid repeat-containing proteins have a broad range of functions and their identification is of relevance to many experimental biologists. In human-infective prot...
Daniel P. Depledge, Ryan P. J. Lower, Deborah F. S...
CORR
2010
Springer
67views Education» more  CORR 2010»
13 years 10 months ago
Life-Cycles and Mutual Effects of Scientific Communities
Community effects on the behaviour of individuals, the community itself and other communities can be observed in a wide range of applications. This is true in scientific research,...
Václav Belák, Marcel Karnstedt, Cono...
JAIR
2006
110views more  JAIR 2006»
13 years 10 months ago
Domain Adaptation for Statistical Classifiers
The most basic assumption used in statistical learning theory is that training data and test data are drawn from the same underlying distribution. Unfortunately, in many applicati...
Hal Daumé III, Daniel Marcu