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Books

Peter Norvig's libraryResults 91-100 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 ...
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

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.
4 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