Machine Learning and Statistics: The Interface (Sixth Generation Computer Technologies S.) - Hardcover

Hardcover

ISBN 10: 0471148903 ISBN 13: 9780471148906

Verlag: John Wiley & Sons Inc, 1996

Inhaltsangabe

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Reseña del editor:

This work examines the intersection of machine learning and statistics, an expanding area of interest to data analysis and intelligent systems students and professionals. Through a series of papers, the book shows how machine learning researchers are applying statistical and probabilistic approaches in the development of a variety of machine learning algorithms. It examines classification and prediction, opportunities and problems created by the expansion of database use around the world, and how some machine learning algorithms are currently used to perform classification and forecasting tasks which were previously in the domain of statisticians.

Biografía del autor:

About the editors G. Nakhaeizadeh is Senior Scientist at the Daimler-Benz Research Center in Ulm, Germany, and Professor at Karlsruhe University. From 1990 to 1993 he directed the Machine Learning Project StatLog, which was supported by the European Union. His research interests center on symbolic and statistical learning and their industrial and commercial applications. C. C. Taylor is Senior Lecturer in the Department of Statistics at the University of Leeds, U.K. His particular interests include nonparametric density estimation methods related to classification and statistical methods in image analysis.

Über diese Auflage

• Verlag: John Wiley & Sons Inc
• Erscheinungsdatum: 1996
• ISBN 10: 0471148903
• ISBN 13: 9780471148906
• Einband: Tapa dura
• Anzahl der Seiten: 364
• Herausgeber: Nakhaeizadeh Gholamreza, Taylor C.C.