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Peter Norvig's libraryResults 101-110 of 178

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Data Mining: Practical Machine Learning Tools and Techniques with Java ...

Ian H. Witten, Eibe Frank - 2000 - Computers - Limited preview
This book offers a thorough grounding in machine learning concepts combined with practical advice on applying machine learning tools and techniques in real-world data mining situations. Clearly written and effectively illustrated, this book is ...
33 Reviews - Write review

Causality: Models, Reasoning, and Inference

Judea Pearl - 2000 - Philosophy - Limited preview
Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural ...
6 Reviews - Write review

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

Judea Pearl - 1988 - Computers - Limited preview
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of ...
0 Reviews - Write review

Readings in uncertain reasoning

Glenn Shafer - 1990 - Computers - Snippet view
Computing Methodologies -- Artificial Intelligence.
0 Reviews - Write review

Heuristics: Intelligent Search Strategies for Computer Problem Solving

Judea Pearl - 1984 - Education - Snippet view
Problem-solving strartegies and the nature of Heuristic informatio n.Heuristics and problem representations. Basic Heuristic-Search procedures. Formal properties of Heuristic methods. Heuristics viewed as information provided by simplified models ...
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Artificial Intelligence: A New Synthesis

Nils J. Nilsson - 1998 - Computers - No preview available
Nilsson employs increasingly capable intelligent agents in an evolutionary approach--a novel perspective from which to view and teach topics in artificial intelligence.
3 Reviews - Write review

Logical Foundations of Artificial Intelligence

Michael R. Genesereth - 1987 - Reference - Snippet view
Logical Foundations of Artificial Intelligence is an account of the fundamentals of artificial intelligence from the standpoint of logic.
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving

George F. Luger - 2009 - Computers - Snippet view
In this accessible, comprehensive text, George Luger captures the essence of artificial intelligence-solving the complex problems that arise wherever computer technology is applied. Key representation techniques including logic, semantic and ...
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Computation and Intelligence: Collected Readings

George F. Luger - 1995 - Computers - Snippet view
Computation and Intelligence brings together 29 readings in Artificial Intelligence that are particularly relevant to today's student/practitioner. With its helpful critique of the selections, extensive bibliography, and clear presentation of the ...
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Cognitive Science: The Science of Intelligent Systems

George F. Luger - 1994 - Computers - Snippet view
The interdisciplinary field of cognitive science brings together elements of cognitive psychology, mathematics, perception, linguistics, and artificial intelligence. Given this breadth, textbooks have had difficulty providing balanced coverage ...
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