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Machine Learning: An Artificial Intelligence Approach
By
Ryszard S. Michalski (contributor)
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Bibliographic Detail
Publisher
Springer Verlag
Publication date
July 1, 1984
Binding
Hardcover
Book category
Adult Non-Fiction
ISBN-13
9780387132983
ISBN-10
0387132988
Availability§
Publisher Out of Stock Indefinitely
Published in
Europe
Original list price
$40.00
§As reported by publisher
Amazon.com says people who bought this book also bought:
Introduction To Machine Learning, 3Rd Edn | Machine Learning | An Introduction to Genetic Algorithms | Artificial Intelligence
Introduction To Machine Learning, 3Rd Edn | Machine Learning | An Introduction to Genetic Algorithms | Artificial Intelligence
Summaries and Reviews
Amazon.com description: Product Description: Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective. The book is organized into six parts. Part I provides an overview of machine learning and explains why machines should learn. Part II covers important issues affecting the design of learning programsâparticularly programs that learn from examples. It also describes inductive learning systems. Part III deals with learning by analogy, by experimentation, and from experience. Parts IV and V discuss learning from observation and discovery, and learning from instruction, respectively. Part VI presents two studies on applied learning systemsâone on the recovery of valuable information via inductive inference; the other on inducing models of simple algebraic skills from observed student performance in the context of the Leeds Modeling System (LMS).
This book is intended for researchers in artificial intelligence, computer science, and cognitive psychology; students in artificial intelligence and related disciplines; and a diverse range of readers, including computer scientists, robotics experts, knowledge engineers, educators, philosophers, data analysts, psychologists, and electronic engineers.
This book is intended for researchers in artificial intelligence, computer science, and cognitive psychology; students in artificial intelligence and related disciplines; and a diverse range of readers, including computer scientists, robotics experts, knowledge engineers, educators, philosophers, data analysts, psychologists, and electronic engineers.
Editions
Hardcover
With Yves Kodratoff |
from Morgan Kaufmann Pub (June 1, 1990)
9781558601192 | details & prices | 6.50 × 9.50 × 1.75 in. | 2.80 lbs | List price $77.95
With T. M. Mitchell, J. G. Carbonell |
from Morgan Kaufmann Pub (March 1, 1986)
9780934613002 | details & prices | 6.00 × 9.50 × 1.50 in. | 2.60 lbs | List price $72.95
About: Multistrategy learning is one of the newest and most promising research directions in the development of machine learning systems.
About: Multistrategy learning is one of the newest and most promising research directions in the development of machine learning systems.
from Morgan Kaufmann Pub (October 1, 1985)
9780934613095 | details & prices | 6.50 × 9.50 × 1.25 in. | 2.10 lbs | List price $72.95
The price comparison is for this edition
from Springer Verlag (July 1, 1984)
9780387132983 | details & prices | List price $40.00
About: Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective.
About: Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective.
With J. G. Carbonell |
from Morgan Kaufmann Pub (October 1, 1982)
9780935382051 | details & prices | List price $49.95
Paperback
With J. Anderson (other contributor), Tom M. Mitchell (other contributor), R. B. Banerji (other contributor), Jaime G. Carbonell (other contributor) |
from Springer-Verlag New York Inc (October 3, 2013)
9783662124079 | details & prices | 572 pages | 7.00 × 9.75 × 1.25 in. | 2.10 lbs | List price $99.00
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