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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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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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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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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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Artificial Intelligence: A Modern Approach
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Stuart J Russell, Peter Norvig, Sturat 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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Shadows of the Mind
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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 Elements of Statistical Learning: Data Mining, Inference, and Prediction
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by
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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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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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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Machine Learning
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by
Tom M Mitchell, Thomas Mitchell, Mitchell Thomas
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.
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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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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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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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Statistical Mechanics of Learning
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by
A Engel, C Van Den Broeck
Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, ...
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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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The Man Who Knew Too Much: Alan Turing and the Invention of the Computer
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by
David Leavitt
Alan Turing helped break the Nazis' Enigma code and became a champion of artificial intelligence. An openly gay man, he was sentenced to chemical castration and committed suicide. Leavitt portrays Turing in all his humanity--his eccentricities, his brilliance, his fatal candor.
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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: A New Synthesis
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by
Nils J Nilsson
Intelligent agents are employed as the central characters in this new introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and ...
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PROLOG Programming for Artificial Intelligence
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by
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 Cult of Information: A Neo-Luddite Treatise on High-Tech, Artificial Intelligence, and the True Art of Thinking
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by
Theodore Roszak
As we devote ever-increasing resources to providing, or prohibiting, access to information via computer, Theodore Roszak reminds us that voluminous information does not necessarily lead to sound thinking. "Data glut" obscures basic questions of justice and purpose and may even hinder rather than enhance our productivity. In this revised and ...
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What Computers Can't Do: A Critique of Artificial Reason
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Hubert L Dreyfus
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Human-computer interaction
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by
Dix
The second edition of Human-Computer Interaction established itself as one of the classic textbooks in the area, with its broad coverage and rigorous approach, this new edition builds on the existing strengths of the book, but giving the text a more student-friendly slant and improving the coverage in certain areas. The revised structure, ...
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Multimedia for Learning: Methods and Development
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by
Stephen M Alessi, Stanley R Trollip
This book shows how to use computers in educational settings by combining learning theory and instructional strategies to help the reader design software for learning and instruction. The book has been extensively revised to include new approaches to multimedia instruction as well as updating established methods such as tutorials, drills, ...
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Mind Design II: Philosophy, Psychology, and Artificial Intelligence
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by
John Haugland (Editor), John Haugeland (Editor)
Mind design is the endeavour to understand mind (thinking, intellect) in terms of its design (how it is built, how it works). This second edition of the text addressess fundamental issues of mind design with contributions divided evenly between the philosophical and scientific.
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