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computers-internet Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
 

 

 

1.
 
Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations
by Ian H. Witten, Eibe Frank (Paperback -- October 11, 1999)
Avg. Customer Review: 4.2 out of 5 stars

 


 



 


2.
 
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Springer Series in Statistics)
by T. Hastie, et al (Hardcover -- October 2001)
Avg. Customer Review: 4.0 out of 5 stars

 


 



 


3.
 
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
by Nello Cristianini (Author), John Shawe-Taylor (Author) (Hardcover -- August 2000)
Avg. Customer Review: 5.0 out of 5 stars

 


 



 


4.
 
Introduction to the Theory of Computation
by Michael Sipser (Hardcover -- December 13, 1996)
Avg. Customer Review: 4.7 out of 5 stars

 

 



 


5.
 
Bioinformatics : The Machine Learning Approach, Second Edition
by Pierre Baldi, et al (Hardcover -- August 1, 2001)
Avg. Customer Review: 4.2 out of 5 stars

 


 



 


6.
 
Bayesian Networks and Decision Graphs (Statistics for Engineering and Information Science)
by Finn V. Jensen, Finn B. Jensen (Hardcover -- July 2, 2001)
Avg. Customer Review: 2.7 out of 5 stars

 


 



7.
 
Machine Learning
by Tom M. Mitchell (Hardcover -- March 1, 1997)
Avg. Customer Review: 4.6 out of 5 stars

 

 



 


8.
 
Reinforcement Learning : An Introduction
by Richard S. Sutton, Andrew G. Barto (Hardcover -- March 1, 1998)
Avg. Customer Review: 4.2 out of 5 stars

 

 



 


9.
 
Blondie24: Playing at the Edge of AI
by David B. Fogel (Paperback -- September 22, 2001)
Avg. Customer Review: 4.7 out of 5 stars

 

 



 


10.
 
Genetic Algorithms in Search, Optimization and Machine Learning
by David E. Goldberg (Hardcover -- January 1, 1989)
Avg. Customer Review: 4.5 out of 5 stars

 

 



 


11.   Learning to Classify Text Using Support Vector Machines: Methods, Theory, and Algorithms (Kluwer International Series in Engineering and Computer sci
by Thorsten Joachims (Hardcover -- April 2002)


 


 



 


12.
 
Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence
by Jyh-Shing Roger Jang, et al (Hardcover -- September 26, 1996)
Avg. Customer Review: 5.0 out of 5 stars

 


 



 


13.   Learning with Kernels : Support Vector Machines, Regularization, Optimization, and Beyond
by Bernhard Scholkopf, et al (Hardcover -- December 15, 2001)
Avg. Customer Review: 4.5 out of 5 stars

 


 



 


14.   Readings in Machine Learning (The Morgan Kaufmann Series in Machine Learning)
by Jude W. Shavlik (Editor), Thomas G. Dietterich (Editor) (Paperback -- December 1990)
Avg. Customer Review: 5.0 out of 5 stars

 


 



 


15.
 
Computation and Intelligence : Collected Readings
by George F. Luger (Editor) (Paperback -- August 4, 1995)



 


 



 


16.   ICML '02: 19th International Conference on Machine Learning
by Andrea Danyluk (Editor) (Paperback -- July 15, 2002)



 

 



 


17.   Elements of Machine Learning
by Pat Langley, Michael B. Morgan (Editor) (Paperback -- October 1995)

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18.   The Runaway Learning Machine: Growing Up Dyslexic
by James J. Bauer (Paperback -- January 2001)

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19.   C4:5:programs for Machine Learning
by J. Ross Quinlan, Ross Quinlan (Paperback -- January 15, 1993)
Avg. Customer Review: 5.0 out of 5 stars

 
 
 



 


20.   Learning Kernel Classifiers : Theory and Algorithms
by Ralf Herbrich (Hardcover -- December 15, 2001)

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