Artificial Intelligence

Machine Learning

An Artificial Intelligence Approach

Editors: Michalski, R.S., Carbonell, J.G., Mitchell, T.M. (Eds.)

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About this book

The ability to learn is one of the most fundamental attributes of intelligent behavior. Consequently, progress in the theory and computer modeling of learn­ ing processes is of great significance to fields concerned with understanding in­ telligence. Such fields include cognitive science, artificial intelligence, infor­ mation science, pattern recognition, psychology, education, epistemology, philosophy, and related disciplines. The recent observance of the silver anniversary of artificial intelligence has been heralded by a surge of interest in machine learning-both in building models of human learning and in understanding how machines might be endowed with the ability to learn. This renewed interest has spawned many new research projects and resulted in an increase in related scientific activities. In the summer of 1980, the First Machine Learning Workshop was held at Carnegie-Mellon University in Pittsburgh. In the same year, three consecutive issues of the Inter­ national Journal of Policy Analysis and Information Systems were specially devoted to machine learning (No. 2, 3 and 4, 1980). In the spring of 1981, a special issue of the SIGART Newsletter No. 76 reviewed current research projects in the field. . This book contains tutorial overviews and research papers representative of contemporary trends in the area of machine learning as viewed from an artificial intelligence perspective. As the first available text on this subject, it is intended to fulfill several needs.

Table of contents (16 chapters)

Table of contents (16 chapters)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-662-12405-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $109.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning
Book Subtitle
An Artificial Intelligence Approach
Editors
  • R.S. Michalski
  • J.G. Carbonell
  • T.M. Mitchell
Series Title
Artificial Intelligence
Copyright
1983
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
Distribution Rights
Distribution rights for the USA, Canada and Mexico: Tioga Publishing Company
eBook ISBN
978-3-662-12405-5
DOI
10.1007/978-3-662-12405-5
Softcover ISBN
978-3-662-12407-9
Series ISSN
1431-1402
Edition Number
1
Number of Pages
XI, 572
Number of Illustrations
25 b/w illustrations
Additional Information
Jointly published with Tioga Publishing Company, 1983
Topics