Téléchargez le livre : Concept Formation

Concept Formation

Knowledge and Experience in Unsupervised Learning

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Éditeur :

Morgan Kaufmann


Paru le : 2014-05-12



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Description
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.
Pages
488 pages
Collection
n.c
Parution
2014-05-12
Marque
Morgan Kaufmann
EAN papier
9781558602014
EAN PDF SANS DRM
9781483221168
Informations sur l'ebook
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Prix
57,97 €

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