Machine Learning: Paradigms and Methods (Special Issues of Artificial Intelligence) - Softcover

 
9780262530880: Machine Learning: Paradigms and Methods (Special Issues of Artificial Intelligence)
Softcover
ISBN 10: 0262530880 ISBN 13: 9780262530880
Verlag: MIT Press, 1990

Inhaltsangabe

Having played a central role at the inception of artificial intelligence research, machine learning has recently reemerged as a major area of study at the very core of the subject. Solid theoretical foundations are being constructed. Machine learning methods are being integrated with powerful performance systems, and practical applications; based on established techniques are emerging.Machine Learning unifies the field by bringing together and clearly explaining the major successful paradigms for machine learning: inductive approaches, explanation-based learning, genetic algorithms, and connectionist learning methods. Each paradigm is presented in depth, providing historical perspective but focusing on current research and potential applications.

Contributors
John R. Anderson, L. B. Booker, John. H. Gennari, Jaime G. Carbonell, Oren Etzioni, Doug Fisher, Yolanda Gil, D. E. Goldberg, Gerald E. Hinton, J. H. Holland, Craig A Knoblock, Daniel. R. Kuokka, Pat Langley, David B. Leake, Steve Minton, Jack Mostow, Roger C. Schank, and Jan M. Zytkow

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Jaime G. Carbonell is Professor of Computer Science at Carnegie-Mellon University.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
MIT Press
Erscheinungsdatum
1990
Sprache
Englisch
ISBN 10 
0262530880
ISBN 13 
9780262530880
Einband
Taschenbuch
Anzahl der Seiten
404
Herausgeber
Carbonell Jaime
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Deutschland