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A research-oriented monograph that presents evolutionary computation techniques for automatically generating and optimizing data-mining algorithms. The book details methods for evolving algorithmic structures tailored to specific datasets, combining theory of evolutionary computation with practical evaluation on mining tasks — useful for researchers and advanced practitioners in data mining, machine learning, and computational intelligence.

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245: $a: Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach
245: $b:
082: $a:
100: $a: Gisele L. Pappa & Alex A. Freitas
650: $a: Data mining
250: $a:
440: $v:
250: $b: Springer Verlag
250: $c: 2009
020: $a: 978-3-642-02540-2
300: $a: 212