Download the fantastic book titled Concept Formation written by Douglas H. Fisher, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Concept Formation", which was released on 12 May 2014. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Concept Formation by Douglas H. Fisher PDF
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.
Detail About Concept Formation PDF
- Author : Douglas H. Fisher
- Publisher : Morgan Kaufmann
- Genre : Computers
- Total Pages : 488 pages
- ISBN : 1483221164
- Release Date : 12 May 2014
- PDF File Size : 16,9 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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