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Books

Peter Norvig's libraryResults 91-110 of 178

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Secret Code Breaker: A Cryptanalyst's Handbook

Robert Reynard - 1996 - Reference - Limited preview
0 Reviews - Write review

A Philosophical Essay on Probabilities

Pierre Simon Marquis De Laplace - 2007 - Mathematics - Limited preview
In this, his most famous work, Pierre-Simon, Marquis de Laplace lays out a system for reasoning based on probability. The single most famous piece introduced in this work is the rule of succession, which calculates the probability that a trial ...
1 Review - Write review

Pattern classification

Richard O. Duda, Peter E. Hart, David G. Stork - 2001 - Computers - Snippet view
This edition has been completely revised, enlarged and formatted in two colour. It is a systematic account of the major topics in pattern recognition, based on the fundamental principles. It includes extensive examples, exercises and a solutions ...
16 Reviews - Write review

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition

Ian H. Witten, Eibe Frank - 2005 - Computers - Limited preview
As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there ...
43 Reviews - Write review

The Elements of Statistical Learning: Data Mining, Inference, and Prediction ...

Trevor Hastie, Robert Tibshirani, Jerome Friedman - 2009 - Computers - Limited preview
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 ...
14 Reviews - Write review

The Nature of Statistical Learning Theory

Vladimir Vapnik - 2000 - Computers - Limited preview
Four periods in the research of the learning problem. Setting of the learning problem. Informal reasoning and comments. Consistency of learning processes. Bounds on the rate of convergence of learning processes. Controrlling the generalization ...
7 Reviews - Write review

Introduction to Statistical Relational Learning

Lise Getoor, Ben Taskar - 2007 - Computers - Limited preview
Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.
2 Reviews - Write review

Probabilistic Graphical Models: Principles and Techniques

Daphne Koller, Nir Friedman - 2009 - Computers - Limited preview
A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.
5 Reviews - Write review

How to Build a Digital Library

Ian H. Witten, David Bainbridge - 2002 - Computers - Limited preview
Given modern society's need to control its ever-increasing body of information, digital libraries will be among the most important and influential institutions of this century. With their versatility, accessibility, and economy, these focused ...
2 Reviews - Write review

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 ...
20 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 ...
4 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 ...
1 Review - Write review

Readings in uncertain reasoning

Glenn Shafer - 1990 - Computers - Snippet view
Computing Methodologies -- Artificial Intelligence.
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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 - Limited preview
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, Nils J. Nilsson - 1987 - Computers - Snippet view
Intended both as a text for advanced undergraduates and graduate students, and as a key reference work for AI researchers and developers, Logical Foundations of Artificial Intelligence is a lucid, rigorous, and comprehensive account of the ...
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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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