Data Mining: Practical Machine Learning Tools and Techniques - Couverture souple

Livre 20 sur 22: The Morgan Kaufmann Series in Data Management Systems

Witten, Ian H.

 
9780123748560: Data Mining: Practical Machine Learning Tools and Techniques
Couverture souple
ISBN 10 : 0123748569 ISBN 13 : 9780123748560
Editeur : Morgan Kaufmann Publishers In, 2011

Synopsis

Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.

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À propos de l?auteur

Ian H. Witten is a professor of computer science at the University of Waikato in New Zealand. He directs the New Zealand Digital Library research project. His research interests include information retrieval, machine learning, text compression, and programming by demonstration. He received an MA in Mathematics from Cambridge University, England; an MSc in Computer Science from the University of Calgary, Canada; and a PhD in Electrical Engineering from Essex University, England. He is a fellow of the ACM and of the Royal Society of New Zealand. He has published widely on digital libraries, machine learning, text compression, hypertext, speech synthesis and signal processing, and computer typography. He has written several books, the latest being Managing Gigabytes (1999) and Data Mining (2000), both from Morgan Kaufmann.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Morgan Kaufmann Publishers In
Date d'édition
2011
Langue
anglais
ISBN 10 
0123748569
ISBN 13 
9780123748560
Reliure
Broché
Numéro d'édition
3
Nombre de pages
664
Coordonnées du fabricant
non disponible
Personne responsable
non disponible