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Raynor, Jr.  \nGlenlake Publishing Company, Ltd.  \nChicago • London • New Delhi  \nAmacom  \nAmerican Management Association  \nNew York • Atlanta • Boston • Chicago • Kansas City  \nSan Francisco • Washington, D.C.  \nBrussels • Mexico City • Tokyo • Toronto  \nThis book is available at a special discount when ordered in bulk quantities.  \nFor information, contact Special Sales Department,  \nAMACOM, a division of American Management Association, 1601 Broadway, New York, NY 10019.  \nThis publication is designed to provide accurate and authoritative information in regard to the subject matter covered. It is sold with the understanding that the publisher is not engaged in rendering legal, accounting, or other professional service. If legal advice or other expert assistance is required, the services of a competent professional person should be sought.  \n© 1999 The Glenlake Publishing Company, Ltd.  \nAll rights reserved.  \nPrinted in the Unites States of America  \nISBN: 0-8144-0444-8  \nThis publication may not be reproduced, stored in a retrieval system, or transmitted in whole or in part, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the publisher.  \nAMACOM  \nAmerican Management Association  \nNew York • Atlanta • Boston • Chicago • Kansas City • San Francisco • Washington, D.C.  \nBrussels • Mexico City • Tokyo • Toronto  \nPrinting number  \n10 9 8 7 6 5 4 3 2 1  \nPage i  \nTable of Contents  \nAbout the Author  iii  \nAcknowledgements v  \nList of Figures, Graphs, and Tables vii  \nDefinition of Artificial Intelligence (AI) Terms  1  \nAppendix: Internet Resources  315  \nPage iii  \nAbout the Author  \nWilliam J. Raynor, Jr. earned a Ph.D. in Biostatistics from the University of North Carolina at Chapel Hill in 1977. He is currently a Senior Research Fellow at Kimberly-Clark Corp.  \nPage v  \nAcknowledgements  \nTo Cathy, Genie, and Jimmy, thanks for the time and support. To Mike and Barbara, your encouragement and patience made it possible.  \nThis book would not have been possible without the Internet. The author is indebted to the many WWW pages and publications that are available there. The manuscript was developed using Ntemacs and the PSGMLesxttension, under the Docbook DTD and Norman Walsh's excellent style sheets. It was converted to Microsoft Word format using JADE and a variety of custom PERL scripts. The figures were created using the vcg program, Microsoft Powerpoint, SAS and the netpbm utilities.  \nPage vii  \nList of Figures, Graphs, and Tables  \nFigure A.1—Example Activation Functions  3  \nTable A.1—Adjacency Matrix  6  \nFigure A.2—An Autoregressive Network  21  \nFigure B.1—A Belief Chain  28  \nFigure B.2—An Example Boxplot  38  \nGraph C.1—An Example Chain Graph  44  \nFigure C.1—Example Chi-Squared Distributions  47  \nFigure C.2—A Classification Tree For Blood Pressure  52  \nGraph C.2—Graph with (ABC) Clique  53  \nFigure C.3—Simple Five-Node Network  55  \nTable C.1—Conditional distribution  60  \nFigure D.1—A Simple Decision Tree  77  \nFigure D.2—Dependency Graph  82  \nFigure D.3—A Directed Acyclic Graph  84  \nFigure D.4—A Directed Graph  84  \nFigure E.1—An Event Tree for Two Coin Flips  98  \nFigure F.1—Simple Four Node and Factorization Model  104  \nPage viii  \nFigure H.1—Hasse Diagram of Event Tree  129  \nFigure J.1—Directed Acyclic Graph  149  \nTable K.1—Truth Table  151  \nTable K.2—Karnaugh Map  152  \nFigure L.1—Cumulative Lift  163  \nFigure L.2—Linear Regression  166  \nFigure L.3—Logistic Function  171  \nFigure M.1—Manhattan Distance  177  \nTable M.1—Marginal Distributions  179  \nTable M.2—A 3 State Transition Matrix  180  \nFigure M.2—A DAG and its Moral Graph  192  \nFigure N.1—Non-Linear Principal Components Network  206  \nFigure N.2—Standard Normal Distribution  208  \nFigure P.1—Parallel Coordinates Plot  222  \nFigure P.2—A Graph of a Partially Ordered Set  225  \nFigure P.","cbCailguhdMpQ7bb","https://ap.wps.com/l/cbCailguhdMpQ7bb","pdf",787691,295,"English","# About the Author\n# Acknowledgements\n# List of Figures, Graphs, and Tables\n# Definition of Artificial Intelligence (AI) Terms\n# Appendix: Internet Resources","[{\"question\":\"What does the book focus on?\",\"answer\":\"The book serves as a dictionary providing definitions for artificial intelligence terms and concepts, organized for reference.\"},{\"question\":\"How are entries organized and how can readers navigate?\",\"answer\":\"Entries are organized alphabetically and include cross-references such as “See Also” to connect related concepts.\"},{\"question\":\"Does the book include supporting material beyond definitions?\",\"answer\":\"Yes. It contains front matter (author information and acknowledgements), lists of figures/graphs/tables, and an appendix with internet resources.\"}]","The International Dictionary of Artificial Intelligence | PDF",1789975943,454]