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Books: English: Computers: Artificial Intelligence: Machine Learning: Publications:

Books: Machine Learning Publications Books:
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Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids. - Books
Computers: Biological, Publications Books
by R Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids. Books Durbin, S.R. Eddy, A. Krogh, G.J. Mitchison. Focus is mainly on machine learning methods for alignment, phylogeny, and RNA structure analysis.
Machine Learning, Neural and Statistical Classification
Computers: Machine, Publications Books
This book is based on the EC Learning, Neural and Statistical Classification ESPRIT, project StatLog which compare and evaluated a range of classification techniques, with an assessment of their merits, disadvantages and range of application. This integrated volume provides a concise introduction to each method, and reviews comparative trials in large-scale commercial and industrial problems. It makes accessible to a wide range of workers the complex issue of classification as approached through machine learning, statistics and neural networks, en.
Machine Learning textbook
Computers: Machine, Publications Books
A textbook by Tom Mitchell Learning textbook McGraw Hill, 1997.
Reinforcement Learning: An Introduction
Computers: Reinforcement, Publications Books
by Sutton & Barto Learning: An Introduction MIT Press, 1998.
Computational Methods in Molecular Biology - Books
Computers: Computational, Publications Books
Edited by S Methods in Molecular Biology Books Salzberg, D. Searls, and S. Kasif. Elsevier Science, 1998. The book is largely devoted to machine learning approaches to molecular biology. The site includes an online appendix.
Introduction to Machine Learning - Books
Computers: Introduction, Publications Books
By Nils J to Machine Learning Books Nilsson ,downloadable draft,.
Support Vector Machines, Neural Networks and Fuzzy Logic Models - Books
Computers: Support, Publications Books
A textbook that provides a thorough Vector Machines, Neural Networks and Fuzzy Logic Models Books comprehensive and unified introduction to the field of learning from experimental data and soft computing.
Bioinformatics: The machine learning approach - Books
Computers: Bioinformatics, Publications Books
by P The machine learning approach Books Baldi and S. Brunak, MIT Press February 1998.
Intelligent Coordinates and Collective Intelligence Research - Books
Machine Learning Publications
- Research page by Chris Mattmann Coordinates and Collective Intelligence Research Books USC graduate student, regarding a project that extends the work of D. Wolpert and K. Tumer on a hybrid search algorithm ,Intelligent Coordinates,.
Machine Learning on Non-Homogeneous, Distributed Text Data - Books
Machine Learning Publications
- PhD thesis: Dunja Mladenic Learning on NonHomogeneous, Distributed Text Data Books University of Ljubljana, Slovenia. An approach to automatic document categorization based on a large categorization hierarchy is proposed.
Kernel Methods for Pattern Analysis - Book
Machine Learning Publications
- Information and resources relative to the book "Kernel Methods for Pattern Analysis" by Shawe-Taylor and Cristianini Methods for Pattern Analysis Book .


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