Pattern Mining with Evolutionary Algorithms
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...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2016, 2016
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| Edition: | 1st ed. 2016 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
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.