Concept Formation: Knowledge and Experience in Unsupervised Learning (Morgan Kaufmann Series in Machine Learning) - Hardcover
Synopsis
Concept Formation: Knowledge and Experience in Unsupervised Learning presents the interdisciplinary interaction between machine learning and cognitive psychology on unsupervised incremental methods. This book focuses on measures of similarity, strategies for robust incremental learning, and the psychological consistency of various approaches. Organized into three parts encompassing 15 chapters, this book begins with an overview of inductive concept learning in machine learning and psychology, with emphasis on issues that distinguish concept formation from more prevalent supervised methods and from numeric and conceptual clustering. This text then describes the cognitive consistency of two concept formation systems that are motivated by a rational analysis of human behavior relative to a variety of psychological phenomena. Other chapters consider the merits of various schemes for representing and acquiring knowledge during concept formation. This book discusses as well the earliest work in concept formation. The final chapter deals with acquisition of quantity conservation in developmental psychology. This book is a valuable resource for psychologists and cognitive scientists.
"synopsis" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Concept Formation: Knowledge and Experience in Unsupervised...
Seller Image
Concept Formation: Knowledge and Experience in Unsupervised Learning (Morgan Kaufmann Series in Machine Learning)
Seller: Solr Books, Lincolnwood, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: very_good. This books is in Very good condition. There may be a few flaws like shelf wear and some light wear. Seller Inventory # 5D4WVE0005Q9_ns
Stock Image
Concept Formation: Knowledge and Experience in Unsupervised Learning (Morgan Kaufmann Series in Machine Learning)
Seller: Ammareal, Morangis, France
Seller rating 5 out of 5 stars
Hardcover. Condition: Très bon. Ancien livre de bibliothèque. Edition 1991. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Edition 1991. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # F-924-402
Stock Image
Concept Formation: Knowledge and Experience in Unsupervised Learning (Morgan Kaufmann Series in Machine Learning)
Seller: Ammareal, Morangis, France
Seller rating 5 out of 5 stars
Hardcover. Condition: Bon. Ancien livre de bibliothèque. Petite(s) trace(s) de pliure sur la couverture. Couverture légèrement déchirée. Couverture différente. Edition 1991. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slightly creased cover. Slightly torn cover. Different cover. Edition 1991. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-563-358
Seller Image
CONCEPT FORMATION Knowledge and Experience in Unsupervised Learning
Published by
Morgan Kaufmann Pub, California, 1991
ISBN 10: 1558602011
ISBN 13: 9781558602014
Used
Hardcover
First Edition
Seller: Rare Book Cellar, Pomona, NY, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. First Edition; First Printing. Near Fine in a Near Fine dust jacket. ; Morgan Kaufmann Series In Machine Learning; 9.3 X 7.0 X 1.1 inches; 488 pages. Seller Inventory # 144262
Seller Image
Concept formation: knowledge and experience in unsupervised learning.
Published by
San Mateo, Calif, Kaufmann., 1991
ISBN 10: 1558602011
ISBN 13: 9781558602014
Used
Hardcover
Seller: Antiquariat Haufe & Lutz, Karlsruhe, BW, Germany
Seller rating 4 out of 5 stars
Gr.-8°. XVI, 472 S. mit zahlr. graph. Darst. OLn. mit OU. The Morgan Kaufmann series in machine learning). Mit minimalen Bleistiftanstreichungen, sonst sehr gutes Exemplar. Sprache: englisch. Seller Inventory # 99073DB