Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations
by Ian H. Witten, Eibe Frank
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Bioinformatics : The Machine Learning Approach (Adaptive Computation and Machine Learning)
by Pierre Baldi, Soren Brunak
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Genetic Algorithms in Search, Optimization and Machine Learning
by David E. Goldberg
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Introduction to the Theory of Computation
by Michael Sipser
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Machine Learning (McGraw-Hill Series in Computer Science)
by Tom M. Mitchell, Thomas M. Mitchell
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An Introduction to Support Vector Machines : And Other Kernel-Based Learning Methods
by Nello Cristianini, John Shawe-Taylor
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Reinforcement Learning : An Introduction (Adaptive Computation and Machine Learning)
by Richard S. Sutton, Andrew G. Barto
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Learning from Data : Concepts, Theory, and Methods (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)
by Vladimir S. Cherkassky, Filip M. Mulier
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Advances in Kernel Methods : Support Vector Learning
by Bernhard Scholkopf(Editor), et al
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Learning in Graphical Models (Adaptive Computation and Machine Learning)
by Michael Irwin Jordan(Editor)
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Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)
by Brendan J. Frey
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Introduction to Formal Languages and Automata
by Peter Linz
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Machine Learning and Data Mining: Methods and Applications
by Ryszard S. Michalski(Editor), et al
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Perceptrons : Introduction to Computational Geometry
by Marvin L. Minsky, Seymour A. Papert (Contributor)
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An Introduction to Computational Learning Theory
by Michael J. Kearns, Umesh V. Vazirani
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Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence
by Jyh-Shing Roger Jang, et al
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Computer Systems That Learn : Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems
by Casimir A. Kulikowski(Editor), Sholom Weiss (Editor)
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Truth from Trash : How Learning Makes Sense (Complex Adaptive Systems)
by Christopher James Thornton
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Layered Learning in Multiagent Systems: A Winning Approach to Robotic Soccer (Intelligent Robotics and Autonomous Agents)
by Peter Stone
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Robot Shaping : An Experiment in Behavior Engineering (Intelligent Robotics and Autonomous Agents)
by Marco Dorigo, Marco Colombetti (Contributor)
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Neural Networks and Machine Learning (NATO Asi Series. Series F, Computer and Systems Sciences, Vol 168)
by Christopher M. Bishop(Editor)
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Genetic Algorithms for Pattern Recognition
by Sankar K. Pal(Editor), Paul P. Wang (Editor)
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Machine Learning : Proceedings of the Sixteenth International Conference (Icml '99)
by Ivan Bratko(Editor)
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Computation & Intelligence : Collected Readings
by George F. Luger(Editor)
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A Theory of Learning and Generalization : With Applications to Neural Networks and Control Systems (Communications and Control Engineering)
by M. Vidyasagar
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