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Data Mining and Knowledge Discovery with Evolutionary Algorithms
Language: en
Pages: 272
Authors: Alex A. Freitas
Categories: Computers
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

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This book integrates two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increasingly popular in the las
Pattern Mining with Evolutionary Algorithms
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Pages: 199
Authors: Sebastián Ventura
Categories: Computers
Type: BOOK - Published: 2016-06-13 - Publisher: Springer

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This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns,
Automating the Design of Data Mining Algorithms
Language: en
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Authors: Gisele L. Pappa
Categories: Computers
Type: BOOK - Published: 2012-03-14 - Publisher: Springer

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Data mining is a very active research area with many successful real-world app- cations. It consists of a set of concepts and methods used to extract interestin
Handbook of Research on Applications and Implementations of Machine Learning Techniques
Language: en
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Authors: Sathiyamoorthi Velayutham
Categories: Machine learning
Type: BOOK - Published: 2019-07 - Publisher: IGI Global, Engineering Science Reference

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"This book examines the practical applications and implementation of various machine learning techniques in various fields such as agriculture, medical, image p
Supervised Descriptive Pattern Mining
Language: en
Pages: 191
Authors: Sebastián Ventura
Categories: Computers
Type: BOOK - Published: 2018-10-05 - Publisher: Springer

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This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.