Alex A. Freitas

eBook, PDF

Data Mining and Knowledge Discovery with Evolutionary Algorithms (eBook, PDF)

Beschreibung

This book integrates two areas of computer science, namely data mining and evolutionary algorithms (EAs). In essence, data mining consists of extracting interesting knowledge from data. The book presents a comprehensive review of both data mining and EAs and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics.

Technische Details

• Geräte: PC
• ohne Kopierschutz
• Größe: 27.78MB

Barrierefreiheit

• Text-to-Speech
• E-Mail des Verlags für Barrierefreiheitsfragen: [e-mail]
• Keine Einschränkung der Vorlesefunktionen, außer bei spezifischen Ausnahmen
• Bekannt für fehlende wesentliche Barrierefreiheitsmerkmale

Autor

Alex A. Freitas, Pontificia Universidade Catolica do Parana, Curitiba, Brazil

Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 265
• Erscheinungstermin: 11. November 2013
• Englisch
• ISBN-13: 9783662049235
• Artikelnr.: 53381534

Rezensionen

From the reviews: "In the snappily-titled Data Mining and Knowledge Discovery with Evolutionary Algorithms, leading researcher Alex A Freitas introduces both data mining and evolutionary algorithms. ... The aim is to introduce and address the key challenges to a high level of detail. With an understanding gleaned from this book, and source code available freely on the web, the world of data mining is your oyster." (Application Development Advisor, January/February, 2003)