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106
Voted
NPL
2008
15 years 3 months ago
2008
A decomposition approach to multiclass classification problems consists in decomposing a multiclass problem into a set of binary ones. Decomposition splits the complete multiclass ...
91
Voted
CEC
2007
IEEE
15 years 10 months ago
2007
IEEE
— Hyper-heuristics or “heuristics that coordinate heuristics” are fastly becoming popular for solving combinatorial optimisation problems. These methods do not search directl...
152
Voted
ECAI
2004
Springer
15 years 7 months ago
2004
Springer
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
127
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
Surprisingly, general search heuristics often solve combinatorial problems quite sufficiently, although they do not outperform specialized algorithms. Here, the behavior of simple...
95
Voted
GECCO
2003
Springer
15 years 8 months ago
2003
Springer
Abstract. This paper shows how the presence of states in test objects can hinder or render impossible the search for test data using evolutionary testing. Additional guidance is re...