Pattern Mining with Evolutionary Algorithms
Author:   Sebastián Ventura ,  José María Luna
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2016
ISBN:  

9783319338576


Pages:   190
Publication Date:   21 June 2016
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Pattern Mining with Evolutionary Algorithms


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Author:   Sebastián Ventura ,  José María Luna
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 1.30cm , Length: 23.50cm
Weight:   4.321kg
ISBN:  

9783319338576


ISBN 10:   3319338579
Pages:   190
Publication Date:   21 June 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction to Pattern Mining.- Quality Measures in Pattern Mining.- Introduction to Evolutionary Computation.- Pattern Mining with Genetic Algorithms.- Genetic Programming in Pattern Mining.- Multiobjective Approaches in Pattern Mining.- Supervised Local Pattern Mining.- Mining Exceptional Relationships Between Patterns.- Scalability in Pattern Mining.   

Reviews

Pattern Mining with Evolutionary Algorithms provides an overview of methods using evolutionary algorithms for discovering interesting patterns. The book is very useful and can potentially attract more people to carry out research and applications in pattern mining using evolutionary algorithms. ... I found it easy to read, well-written and well-structured, very beneficial and important for readers to develop substantial learning. In view of this, I strongly recommend this valuable book. (Bing Xue, Genetic Programming and Evolvable Machines, Vol. 18, 2017)


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