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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 ...
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 ...
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
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and ...
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