Pattern Mining with Evolutionary Algorithms
Ventura, Sebastián
Pattern Mining with Evolutionary Algorithms by Sebastián Ventura, José María Luna - Cham Springer International Publishing 2016 - 1 recurso en línea (XIII, 190 p.) 126 ilustraciones, 4 ilustraciones en color
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
Covers the use of Evolutionary Computation techniques to pattern mining problems Uses algorithms that have been integrated into the well-known WEKA software for free use Offers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process
9783319338583
Data mining
Algoritmos
QA76.9.D343 / V468 2016 EB
006.4
Pattern Mining with Evolutionary Algorithms by Sebastián Ventura, José María Luna - Cham Springer International Publishing 2016 - 1 recurso en línea (XIII, 190 p.) 126 ilustraciones, 4 ilustraciones en color
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
Covers the use of Evolutionary Computation techniques to pattern mining problems Uses algorithms that have been integrated into the well-known WEKA software for free use Offers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process
9783319338583
Data mining
Algoritmos
QA76.9.D343 / V468 2016 EB
006.4