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Anotace knihy

This book introduces a novel paradigm for machine learning and data mining called predictive clustering, which covers a broad variety of learning tasks and offers a fresh perspective on existing techniques.§The book presents an informal introduction to predictive clustering, describing learning tasks and settings, and then continues with a formal description of the paradigm, explaining algorithms for learning predictive clustering trees and predictive clustering rules, as well as presenting the applicability of these learning techniques to a broad range of tasks. Variants of decision tree learning algorithms are also introduced. Finally, the book offers several significant applications in ecology and bio-informatics.§The book is written in a straightforward and easy-to-understand manner, aimed at varied readership, ranging from researchers with an interest in machine learning techniques to practitioners of data mining technology in the areas of ecology and bioinformatics.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Predictive Clustering
• Autor: Hendrik Blockeel, Saso Dzeroski, Jan Struyf, Bernard Zenko
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 240
• EAN: 9781461411468
• ISBN: 1461411467
• ID: 01426900
• Nakladatelství: Springer-Verlag New York Inc.
• Rozměry: 235 × 155 mm
• Datum vydání: 20. October 2011

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