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Artificial Intelligence: A Modern Approach
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Stuart J. Russell
For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Click on "Features" tab below for more information Resources: Visit the author's website . ...
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Learning to Program with Alice
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by
Wanda Dann
Appropriate for all one-semester pre-CS1 and computer literacy courses, and for integration into the first weeks of many introductory CS1 courses. Alice was designed to make programming concepts easier to teach and learn. In the Second Edition of Learning to Program with Alice, Alice's creators offer a complete full-color introduction to the ...
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Programming Collective Intelligence: Building Smart Web 2.0 Applications
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Toby Segaran
Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access ...
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On Intelligence
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by
Jeff Hawkins, Sandra Blakeslee
From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines. Written with acclaimed science writer Blakeslee, this text promises to transfigure the possibilities of the technology age.
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Age of Spiritual Machines
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Ray Kurzweil, PhD
The "ultimate thinking machine" ("Forbes")--whose predictions for the future are startling, provocative, and closer to fruition than one might think--takes a serious and surprising look at the future that reads like great science fiction and offers a framework for envisioning the 21st century. Illustrations & diagrams. (Technology)
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Shadows of the Mind
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by
Roger Penrose
The motivation for this book arose, in part, from a need for detailed replies to a number of queries and criticisms from readers of the author's previous book, The Emperor's New Mind , many of whom have gone to extraordinary lengths to avoid the conclusion that there must be something non-computational involved in thinking. Penrose searches for a ...
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The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics
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Roger Penrose, Martin Gardner (Foreword by)
The proponents of artificial intelligence want to prove that it is only a matter of time before computers will be doing everything that a human mind can do. They take it for granted that pleasure and pain, the appreciation of beauty and humour, consciousness and free will are capacities that a computer will display once the appropriate programs of ...
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Pattern Recognition and Machine Learning
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by
Christopher M Bishop
The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important developments in the underlying algorithms and techniques. For example, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing ...
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
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Trevor Hastie, Jerome Friedman, Robert Tibshirani
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as ...
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Artificial intelligence structures and strategies for complex problem solving
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by
Luger
Artificial intelligence (AI) began as the quest to create machines that could think for themselves and (perhaps) out-think humans: the holy grail of computing! Over the years, while still exploring the mechanisms that enable thought, AI has evolved into a more pragmatic discipline. AI uses different strategies to solve the complex practical ...
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PROLOG Programming for Artificial Intelligence
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by
Ivan Bratko
The third edition of this best-selling guide to Prolog and Artificial Intelligence has been updated to include key developments in the field while retaining its lucid approach to these topics. Divided into two parts, the first part of the book introduces the programming language Prolog, while the second part teaches Artificial Intelligence using ...
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The Age of Spiritual Machines: When Computers Exceed Human Intelligence
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by
Ray Kurzweil
An eye-opening forecast on the subject of computers and how they will exceed the memory capacity of the human brain by the year 2020.
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Fuzzy Thinking: The New Science of Fuzzy Logic
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by
Bart Kosko, Ph.D.
A washing machine that gauges each load to determine how much soap to use? An air conditioner that constantly adjusts cooling strength based on room temperature? These "smart" products are possible with the advent of "fuzzy logic", the principle that's revolutionizing science. Now, its chief proponent presents a brilliant, popular account of the ...
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Artificial Intelligence
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by
Patrick Henry Winston
This is the all-time bestselling introduction to artificial intelligence. The third edition retains the best features of the earlier works, including superior readability, currency, and excellence in the selection of examples. Winston emphasizes how artificial intelligence can be viewed from an engineering or a scientific point of view. The new ...
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The Computer and the Mind: An Introduction to Cognitive Science
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by
Philip N Johnson-Laird
In a field choked with seemingly impenetrable jargon, Philip N. Johnson-Laird has done the impossible: written a book about how the mind works that requires no advance knowledge of artificial intelligence, neurophysiology, or psychology. The mind, he says, depends on the brain in the same way as the execution of a program of symbolic instructions ...
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Computer Vision: A Modern Approach
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by
David A. Forsyth, Jean Ponce
Appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering. This long anticipated book is the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible ...
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Understanding Computers and Cognition: A New Foundation for Design
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by
Terry Winograd
This volume is a theoretical and practical approach to the design of computer technology.
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The Sciences of the Artificial, 3rd Edition
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by
Herbert Alexander Simon
Continuing his exploration of the organization of complexity and the science of design, this new edition of Herbert Simon's work on artificial intelligence adds a chapter that sorts out the themes and tools - chaos, adaptive systems, genetic algorithms - for analyzing complexity and complex systems. There are updates throughout the book as well. ...
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When Things Start to Think
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by
Neil A. Gershenfeld
An entertaining look at how future technology will make life easier in the 21st century. Describing how technology will soon have advanced so far that wearable computers will "think" for us, Neil Gershenfeld paints a picture of a society where humans and machines communicate effortlessly.
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Interaction Design: Beyond Human Computer Interaction
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Jennifer Preece, Helen Sharp, Yvonne Rogers
Accomplished authors, Preece, Rogers and Sharp, have written a key new textbook on this core subject area. "Interaction Design" deals with a broad scope of issues, topics and paradigms that has traditionally been the scope of Human-Computer Interaction (HCI) and Interaction Design (ID). The book covers psychological and social aspects of users, ...
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Artificial Intelligence
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by
Elaine Rich
The breadth of Artificial Intelligence is explored and explained in this best selling text. Assuming no prior knowledge, it covers topics like neural networks and robotics. This text explores the range of problems which have been and remain to be solved using Artificial Intelligence tools and techniques. The second half of this text is an ...
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Natural Language Understanding
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by
James Allen
This long-awaited revision offers a comprehensive introduction to natural language understanding with developments and research in the field today. Building on the effective framework of the first edition, the new edition gives the same balanced coverage of syntax, semantics, and discourse, and offers a uniform framework based on feature-based ...
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Artificial Intelligence: Modern Approach
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by
Stuart J. Russell, Peter Norvig
This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more ...
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Darwin Among the Machines: The Evolution of Global Intelligence
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by
George Dyson
} Darwin Among the Machines retraces the steps that led us into the digital wilderness, no less wild for being a universe of our own device. Introducing a cast of known and unknown characters, George B. Dyson traces the course of the information revolution, illuminating the lives and work of visionaries-from the time of Thomas Hobbes to the time ...
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Communities of Practice
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by
Etienne Wenger, Roy Pea (Editor), John Seely Brown (Editor)
This book presents a theory of learning that starts with the assumption that engagement in social practice is the fundamental process by which we get to know what we know and by which we become who we are. The primary unit of analysis of this process is neither the individual nor social institutions, but the informal 'communities of practice' that ...
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