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Pattern Mining with Evolutionary Algorithms / by Sebastián Ventura, José María Luna

By: Ventura, Sebastián
Contributor(s): SpringerLink (Online service) | Luna, José María, autor
Material type: materialTypeLabelE-bookPublisher: Cham : Springer International Publishing, 2016Description: 1 recurso en línea (XIII, 190 p.) : 126 ilustraciones, 4 ilustraciones en color.ISBN: 9783319338583.Subject: Data mining | AlgoritmosDDC classification: 006.4 Online resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
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
Abstract: 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
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.9.D343 V468 2016 EB (Browse shelf(Opens below)) .i11595796 Acceso electrónico eBOOK .i11595796
Total holds: 0

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

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