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[ Pobierz całość w formacie PDF ] The International Dictionary of Artificial Intelligence William J. Raynor, Jr. Glenlake Publishing Company, Ltd. Chicago • London • New Delhi Amacom American Management Association New York • Atlanta • Boston • Chicago • Kansas City San Francisco • Washington, D.C. Brussels • Mexico City • Tokyo • Toronto This book is available at a special discount when ordered in bulk quantities. For information, contact Special Sales Department, AMACOM, a division of American Management Association, 1601 Broadway, New York, NY 10019. This 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. © 1999 The Glenlake Publishing Company, Ltd. All rights reserved. Printed in the Unites States of America ISBN: 0-8144-0444-8 This 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. AMACOM American Management Association New York • Atlanta • Boston • Chicago • Kansas City • San Francisco • Washington, D.C. Brussels • Mexico City • Tokyo • Toronto Printing number 10 9 8 7 6 5 4 3 2 1 Page i Table of Contents About the Author iii Acknowledgements v List of Figures, Graphs, and Tables Definition of Artificial Intelligence (AI) Terms 1 Appendix: Internet Resources Page iii About the Author William 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. Page v Acknowledgements To Cathy, Genie, and Jimmy, thanks for the time and support. To Mike and Barbara, your encouragement and patience made it possible. This 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 PSGML esxttension, 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. Page vii List of Figures, Graphs, and Tables Figure A.1 — Example Activation Functions 3 Table A.1 — Adjacency Matrix 6 Figure A.2 — An Autoregressive Network Figure B.1 — A Belief Chain Figure B.2 — An Example Boxplot Graph C.1 — An Example Chain Graph Figure C.1 — Example Chi-Squared Distributions Figure C.2 — A Classification Tree For Blood Pressure Graph C.2 — Graph with (ABC) Clique Figure C.3 — Simple Five-Node Network Table C.1 — Conditional distribution Figure D.1 — A Simple Decision Tree Figure D.2 — Dependency Graph Figure D.3 — A Directed Acyclic Graph Figure D.4 — A Directed Graph Figure E.1 — An Event Tree for Two Coin Flips Figure F.1 — Simple Four Node and Factorization Model
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