Pattern Mining with Evolutionary Algorithms

• Main Authors: Ventura, Sebastián (Author), Luna, José María (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Subjects: Computer science.; Algorithms.; Data mining.; Pattern recognition.; Computer Science.; Pattern Recognition.; Data Mining and Knowledge Discovery.; Algorithm Analysis and Problem Complexity.

   .

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.    .