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Top / Computers / Artificial_Intelligence / Machine_Learning / Publications / Books /

Bioinformatics: The machine learning approach by P. Baldi and S. Brunak, MIT Press February 1998. http://www.cbs.dtu.dk/mitbook/mitbook.html Dtu.dk  ~   Site Info   Whois   Trace Route   RBL Check   Support Vector Machines, Neural Networks and Fuzzy Logic Models A textbook that provides an introduction to the field of learning from experimental data and soft computing. http://support-vector.ws Support-vector.ws  ~   Site Info   Whois   Trace Route   RBL Check   Machine Learning, Neural and Statistical Classification This book is based on the EC (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 t http://www.amsta.leeds.ac.uk/~charles/statlog/ Leeds.ac.uk  ~   Site Info   Whois   Trace Route   RBL Check   Machine Learning textbook A textbook by Tom Mitchell, McGraw Hill, 1997. http://www.cs.cmu.edu/~tom/mlbook.html Cmu.edu  ~   Site Info   Whois   Trace Route   RBL Check   Reinforcement Learning: An Introduction By Sutton and Barto, MIT Press, 1998. http://www-anw.cs.umass.edu/~rich/book/the-book.html Umass.edu  ~   Site Info   Whois   Trace Route   RBL Check   Computational Methods in Molecular Biology Edited by S. Salzberg, D. Searls, and S. Kasif. Elsevier Science, 1998. The book is largely devoted to machine learning approaches to molecular biology. Includes an online appendix. http://www.cs.jhu.edu/~salzberg/compbio-book.html Jhu.edu  ~   Site Info   Whois   Trace Route   RBL Check   Introduction to Machine Learning By Nils J. Nilsson (downloadable draft) http://ai.stanford.edu/people/nilsson/mlbook.html Stanford.edu  ~   Site Info   Whois   Trace Route   RBL Check