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Buch Cover Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Hardcover

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.  It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Hardcover

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the...

Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
117.69 € · Paperback

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.  It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns...

Supervised Descriptive Pattern Mining

Sebastián Ventura, José María Luna
Springer International Publishing
96.29 € · eBook

Pattern Mining Supervised Descriptive Rule Discovery Subgroup Discovery Contrast Sets Emerging Patterns Exceptional Models Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Pattern mining quality measures Pattern Mining applications

This book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics.  It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
96.29 € · eBook

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the...

Pattern Mining with Evolutionary Algorithms

Sebastián Ventura, José María Luna
Springer International Publishing
106.99 € · Paperback

Pattern Mining Association Rule Mining Frequent Pattern Mining Infrequent Pattern Mining Evolutionary Algorithms Exceptional relationships Pattern mining quality measures Subgroup discovery Genetic Algorithms Genetic Programming Multi-objective Evolutionary Algorithms Hybrid Algorithms Continuous Patterns Negative Association Rules Supervised Local Search

This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the...

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