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Автор: Ibrahim Aljarah, Hossam Faris
Издательство: Springer
Год: 2021
Страниц: 253
Язык: английский
Формат: pdf (true), epub
Размер: 17.1 MB
This book provides an in-depth analysis of the current evolutionary clustering techniques. It discusses the most highly regarded methods for data clustering. The book provides literature reviews about single objective and multi-objective evolutionary clustering algorithms. In addition, the book provides a comprehensive review of the fitness functions and evaluation measures that are used in most of evolutionary clustering algorithms. Furthermore, it provides a conceptual analysis including definition, validation and quality measures, applications, and implementations for data clustering using classical and modern nature-inspired techniques.