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112
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GECCO
2005
Springer
15 years 9 months ago
Predicting healthcare costs using GAs
Predicting prospective healthcare costs is of increasing importance. Genetic search is used to discover attribute sets and associated posterior probability classifiers that predi...
Christopher R. Stephens, Henri Waelbroeck, S. Tall...
126
Voted
GFKL
2005
Springer
105views Data Mining» more  GFKL 2005»
15 years 9 months ago
Variable Selection for Discrimination of More Than Two Classes Where Data are Sparse
In classification, with an increasing number of variables, the required number of observations grows drastically. In this paper we present an approach to put into effect the maxi...
Gero Szepannek, Claus Weihs
125
Voted
GFKL
2005
Springer
114views Data Mining» more  GFKL 2005»
15 years 9 months ago
Attribute-aware Collaborative Filtering
One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
Karen H. L. Tso, Lars Schmidt-Thieme
GFKL
2005
Springer
141views Data Mining» more  GFKL 2005»
15 years 9 months ago
On External Indices for Mixtures: Validating Mixtures of Genes
Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...
Ivan G. Costa, Alexander Schliep
145
Voted
GPCE
2005
Springer
15 years 9 months ago
Object-Oriented Reengineering Patterns - An Overview
Successful software systems must be prepared to evolve or they will die. Although object-oriented software systems are built to last, over time they degrade as much as any legacy s...
Oscar Nierstrasz, Stéphane Ducasse, Serge D...
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