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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Predictive Clustering
• Author: Hendrik Blockeel, Saso Dzeroski, Jan Struyf, Bernard Zenko
• Language: English
• Binding: Hardback
• Number of pages: 240
• EAN: 9781461411468
• ISBN: 1461411467
• ID: 01426900
• Publisher: Springer-Verlag New York Inc.
• Dimensions: 235 × 155 mm
• Date of publishing: 20. October 2011

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