Foundations of Rule Learning: Essentials of Machine Learning and Relational Data Mining - Couverture rigide

Livre 28 sur 42: Cognitive Technologies

Fürnkranz, Johannes; Gamberger, Dragan; Lavrač, Nada

 
9783540751960: Foundations of Rule Learning: Essentials of Machine Learning and Relational Data Mining
Couverture rigide
ISBN 10 : 3540751963 ISBN 13 : 9783540751960
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2012

Synopsis

This book reviews the basics of rule learning as applied to classical machine learning and modern data mining. It connects attribute-value learning with inductive logic programming, and offers complete coverage of most important elements of rule learning.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Prof. Dr. Johannes Fürnkranz is a professor of knowledge engineering at the Technische Universität Darmstadt. He has chaired and served on the boards of the main journals and conferences in this field. His research interests include inductive rule learning, preference learning, game playing, web mining, and data mining in social science.

Dr. Dragan Gamberger heads the Laboratory for Information Systems at the Rudjer Boskovic Institute in Zagreb. He has chaired the main related conference ECML/PKDD, and is a coauthor of the publicly available Data Mining Server. His research interests include data mining and the medical applications of descriptive rule induction.

Prof. Dr. Nada Lavrač heads the Department of Knowledge Technologies at the Jozef Stefan Institute in Ljubljana. She is the author and editor of several books and proceedings in the field of data mining and machine learning, and she has chaired or served on the boards of the main related journals and conferences. Her research interests include machine learning, data mining, and inductive logic programming, and related applications in medicine, public health, bioinformatics, and the management of virtual enterprises. In 1997 she was awarded the Ambassador of Science of Slovenia prize, and in 2007 she was elected as an ECCAI Fellow.

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

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2012
Langue
anglais
ISBN 10 
3540751963
ISBN 13 
9783540751960
Reliure
Relié
Nombre de pages
334
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9783642430466: Foundations of Rule Learning

Edition présentée

ISBN 10 :  3642430465 ISBN 13 :  9783642430466
Editeur : Springer, 2014
Couverture souple