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130
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...
108
Voted
EUSFLAT
2007
15 years 4 months ago
2007
This paper concerns problem of selection of optimal subset of irredundant unconditional diagnostic tests by means of evolutionary approach. The method of correction of features’...
128
Voted
CCE
2008
15 years 2 months ago
2008
A central problem in bioinformatics and systems biology is the selection of appropriate models in a rational and systematic way. This fundamentally combinatorial problem can be re...
118
Voted
AIPR
2003
IEEE
15 years 8 months ago
2003
IEEE
Although hyperspectral images provide abundant information about objects, their high dimensionality also substantially increases computational burden. Dimensionality reduction off...
93
Voted
NIPS
2003
15 years 4 months ago
2003
The relative depth of objects causes small shifts in the left and right retinal positions of these objects, called binocular disparity. Here, we describe a neuromorphic implementa...