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Books

Peter Norvig's libraryResults 1-10 of 22

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Programming Collective Intelligence: Building Smart Web 2.0 Applications

Toby Segaran - 2007 - Computers - Limited preview
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 ...
52 Reviews - Write review

An Inductive Logic Programming Approach to Statistical Relational Learning

Kristian Kersting - 2006 - Computers - Limited preview
Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the ...
0 Reviews - Write review

On Intelligence

Jeff Hawkins, Sandra Blakeslee - 2007 - Computers - Limited preview
From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has ...
200 Reviews - 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 ...
17 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 ...
42 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 ...
13 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