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1. 
Learning in Graphical Models (Adaptive Computation and Machine Learning)
by Michael Irwin Jordan(Editor)
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MIT Press
Paperback - 648 pages
(January 1999)
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ElizAndra Take: A+
From Book News, Inc. ..., variational, and Monte Carlo algorithms; Markov properties and chain graphs; stochastic dependence; Bayesian methods for parameter and structure... Read more
2. Judgment Under Uncertainty
by Daniel Kahneman(Editor), et al
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Cambridge Univ Pr (Pap Txt)
Paperback
(April 1982)
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ElizAndra TakeA+ ...ocial, medical, and political situations as well. Most review multiple studies or entire subareas rather than describing single experimental studies. Read more
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Affective Computing
by Rosalind W. Picard
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MIT Press
Hardcover - 304 pages
(November 1997)
Click here for more info ...ow to enable computers to better perceive the world, she discovered something surprising In the human brain, a critical part of our ability to see... Read more
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Artificial Life An Overview (Complex Adaptive Systems)
by Christopher G. Langton(Editor)
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Bradford Books
Paperback - 352 pages
Reprint edition (March 1997)
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ElizAndra TakeB+
Midwest Book Review
This college-level text focuses on the field of artificial life, providing articles which appeared in the journal of the same name and including a new introduction. Abstracts and keywords introduce each, with plenty of scholarly footnotes providing the necessary research information. This text... Read more
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5. 
Machine Learning (McGraw-Hill Series in Computer Science)
by Tom M. Mitchell, Thomas M. Mitchell
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McGraw Hill College Div
Hardcover - 432 pages
(March 21, 1997)
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ElizAndra TakeA+ ...duce basics concepts from statistics, artificial intelligence, information theory, and other disciplines as need arises, with balanced coverage of... Read more
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The Mind Within the Net Models of Learning, Thinking, and Acting
by Manfred Spitzer
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MIT Press
Hardcover - 376 pages
(March 1999)
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ElizAndra TakeA
Is your brain like your computer? Well, (hopefully) it doesn't crash as often, and that's just one of many on the long list of differences. But psychiatrist Manfred Spitzer says neuroscientists have much to learn from the alternative computing architectures called neural nets. His book The Mind... Read more
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A First Course in Fuzzy Logic
by Hung T. Nguyen, Elbert A. Walker
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CRC Pr
Hardcover - 300 pages
2 edition (July 1999)
Click here for more info ...ibed phenomena without sharply defined boundaries, and their application in such areas as engineering and decision making. Assumes a background in... Read more
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Reinforcement Learning An Introduction (Adaptive Computation and Machine Learning)
by Richard S. Sutton, Andrew G. Barto
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MIT Press
Hardcover - 380 pages
(March 1998)
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ElizAndra TakeA ...e theory but many of the ideas and methods are practically useful and if you have an interest in neural networks or learning systems then you need... Read more
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Artificial Minds
by Stan Franklin
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MIT Press
Paperback - 464 pages
Reprint edition (April 1997)
Click here for more info ...ficial intelligence, but it doesn't insult your natural intelligence either. There may be better books on the subject, but I found this to be just... Read more
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The Large, the Small and the Human Mind
by Roger Penrose(Editor), et al
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Cambridge Univ Pr (Trd)
Paperback - 128 pages
1 Pbk Ed edition (March 1, 1999)
Click here for more info ...mall), with an eye to understanding the nature of the mind. Penrose has been over this ground before (in The Emperor's New Mind, not reviewed, and... Read more
11. Knowledge Representation Logical, Philosophical, and Computational Foundations
by John F. Sowa
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Brooks/Cole Pub Co
Hardcover
(May 1999)
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The Large, the Small and the Human Mind
by Roger Penrose(Editor), et al
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Cambridge Univ Pr (Short)
Hardcover - 202 pages
(April 1997)
Click here for more info ...mall), with an eye to understanding the nature of the mind. Penrose has been over this ground before (in The Emperor's New Mind, not reviewed, and... Read more
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Adaptation in Natural and Artificial Systems An Introductory Analysis With Applications to Biology, Control, and Artificial Intelligence (Complex A)
by John H. Holland
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Bradford Books
Paperback - 211 pages
Reprint edition (June 1992)
Click here for more info ...er of genetic algorithms and classifier systems and in this tome he describes the theory behind these algorithms. Drawing on ideas from the fields... Read more
14. 
Talking Back to the Machine Computers and Human Aspiration
by Peter J. Denning(Editor), James Burke (Introduction)
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Copernicus Books
Hardcover - 193 pages
(June 1999)
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15. Biophysics of Computation Information Processing in Single Neurons (Computational Neuroscience)
by Christof Koch
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Oxford Univ Press
Hardcover
(November 1998)
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ElizAndra TakeA
A ...mental principles presented in the early chapters were originally developed a long time ago. In particular, the Hodgkin Huxley Katz picture of the... Read more
16. 
The Handbook of Brain Theory and Neural Networks
by Michael A. Arbib(Editor)
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MIT Press
Paperback - 1136 pages
(October 1998)
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ElizAndra Take: A+
Book Description
PREFACE TABLE OF CONTENTS HOW TO USE THIS BOOK CONTRIBUTORS
In hundreds of articles by experts from around the world, and in overviews and "road maps" prepared by the editor, The Handbook of Brain Theory and Neural Networkscharts the immense progress made in recent years in many specific areas... Read more
17. 
Simple Heuristics That Make Us Smart (Evolution and Cognition Series)
by Gerd Gigerenzer, et al
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Oxford Univ Press
Hardcover
(August 1999)
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Neuro-Fuzzy and Soft Computing A Computational Approach to Learning and Machine Intelligence
by Jyh-Shing Roger Jang, et al
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Prentice Hall
Hardcover - 614 pages
1 edition (September 26, 1996)
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ElizAndra Take: A+ ...tended for use as a graduate level text, or a self- study guide for students and researchers, this book presents an introduction to the field, and... Read more
19. 
Bioinformatics The Machine Learning Approach (Adaptive Computation and Machine Learning)
by Pierre Baldi, Soren Brunak
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MIT Press
Hardcover - 360 pages
(February 13, 1998)
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ElizAndra TakeA ...nomic sequence data and their variability. Not only is the book appropriate for students new to this intersection between computation and biology,... Read more
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Neural Smithing Supervised Learning in Feedforward Artificial Neural Networks
by Russell D. Reed, et al
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MIT Press
Hardcover - 346 pages
(February 1999)
Click here for more info ...gnition. The authors concentrate on multilayer perceptrons (MLPs) as the most commonly used neural network model, which adds to the book's overall... Read more
21. 
Neural and Adaptive Systems Fundamentals through Simulations
by Jose C. Principe, et al
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John Wiley & Sons
Hardcover - 672 pages
1 edition (November 1999)
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ElizAndra Take: A+
Mats Rosengren, MSc Engineering Physics Project Manager, Remote Sensing Forest Applications Satellus AB, Swedish Space Corporation Group ...atellite remote sensing I found your book bringing together most of the different remote sensing analysis tools and methods used in a new and very... Read more
22. 
Neural Networks for Pattern Recognition
by Christopher M. Bishop
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Oxford Univ Press
Paperback
(November 1995)
Click here for more info ... that are most widely used in practical applications, such as the multi-layer perceptron and radial basis function networks. Rather than trying to... Read more
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Multiagent Systems A Modern Approach to Distributed Artificial Intelligence
by Gerhard Weiss(Preface)
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MIT Press
Hardcover - 619 pages
(June 1999)
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ElizAndra TakeA+
Book Description
This is the first comprehensive introduction to multiagent systems and contemporary distributed artificial intelligence that is suitable as a textbook. The book provides detailed coverage of basic topics as well as several closely related ones.
Unlike traditional textbooks, the book brings together... Read more
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Planning for Real Time Event Response Management
by David J. Ash, et al
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Prentice Hall PTR
Hardcover - 416 pages
1 edition (June 12, 2000)
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Cambrian Intelligence The Early History of the New Ai
by Rodney Allen Brooks
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MIT Press
Paperback - 225 pages
(August 1999)
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ElizAndra TakeB
Will we build intelligent robots from the brain down, or from the legs up? Rodney A. Brooks, the controversial director of MIT's Artificial Intelligence Laboratory, is betting on the latterand the smart money's following him. Cambrian Intelligence, composed of eight papers written between 1985 and... Read more
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Pattern Recognition and Neural Networks
by Brian D. Ripley, N. L. Hjort (Contributor)
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Cambridge Univ Pr (Short)
Hardcover
(October 1995)
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ElizAndra TakeB+
This book uses tools from statistical decision theory and computational learning theory to create a rigorous foundation for the theory of neural networks. On the theoretical side, Pattern Recognition and Neural Networksemphasizes probability and statistics. Almost all the results have proofs that... Read more
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Understanding Intelligence
by Rolf Pfeifer, Christian Scheier
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MIT Press
Hardcover - 700 pages
(September 24, 1999)
Click here for more info ...ay of an oncoming bus? AI researchers are coming to understand that if we want more than idiot savants for machines, we'll need to build them from... Read more
28. 
Systems That Learn An Introduction to Learning Theory (Learning, Development and Conceptual Change)
by Sanjay Jain, et al
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MIT Press
Hardcover - 317 pages
2nd edition (February 1999)
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Advances in Knowledge Discovery and Data Mining
by Usama M. Fayyad(Editor), et al
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MIT Press
Paperback
(March 1996)
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ElizAndra TakeA+ ....igence that are part of the exciting and rapidly growing field of Knowledge Discovery and Data Mining. Topics covered include fundamental issues,... Read more
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Artificial Intelligence and Mobile Robots Case Studies of Successful Robot Systems
by David Kortenkamp(Editor), et al
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MIT Press
Paperback - 400 pages
(March 1998)
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ElizAndra TakeA+ ...ories. These are robots that have left the lab and been tested in natural and unknown environments. They perform many different tasks, from giving... Read more
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Brainchildren Essays on Designing Minds, 1984-1996 (Representation and Mind Series)
by Daniel Clement Dennett
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Bradford Books
Paperback - 424 pages
(March 1998)
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ElizAndra TakeB+
One of the movers and shakers in the rapidly converging fields of cognitive science, philosophy of the mind, and cognitive ethology, Daniel C. Dennett is also one of the most popular and engaging expositors of science writing of the 1990s. The essays in Brainchildrenwill therefore be of interest... Read more
32. 
Shadows of the Mind A Search for the Missing Science of Consciousness
by Roger Penrose
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Oxford Univ Pr (Trade)
Paperback
(May 1996)
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ElizAndra TakeA
The New York Times Book Review, Hilary Putnam
... speculates daringly on the nature of the new sort of physics that he claims we need. Read more
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