Optimal column subset selection for image classification by genetic algorithms

Many problems in operations research can be solved by combinatorial optimization. Fixed-length subset selection is a family of combinatorial optimization problems that involve selection of a set of unique objects from a larger superset. Feature selection, p-median problem, and column subset selectio...

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Veröffentlicht in:	Annals of operations research 2018-06, Vol.265 (2), p.205-222
Hauptverfasser:	Krömer, Pavel, Platoš, Jan, Nowaková, Jana, Snášel, Václav
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Approximation Artificial evolution Business and Management Combinatorial analysis Combinatorics CS and OR in Big Data and Cloud Com Data mining Data processing Feature selection Genetic algorithms Heuristic methods Image classification Machine learning Management science Methods Operations research Operations Research/Decision Theory Optimization Optimization theory Reduction Representations Scientific visualization Studies Theory of Computation
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