Subject: Machine learning

Sub-subjects

Books under this subject

• Artificial Intelligence: A Modern Approach by Stuart J. Russell (725 copies)
• Machine Learning by Thomas Mitchell (185 copies)
• Pattern Recognition and Machine Learning (Information… by Christopher M. Bishop (109 copies)
• Genetic Algorithms in Search, Optimization, and Machine… by David E. Goldberg (70 copies)
• Perceptrons: An Introduction to Computational Geometry by Marvin Minsky (58 copies)
• An Introduction to Support Vector Machines and Other… by Nello Cristianini (55 copies)
• Blondie24: Playing at the Edge of AI (The Morgan Kaufmann… by David B. Fogel (54 copies)
• Introduction to Machine Learning (Adaptive Computation and… by Ethem Alpaydin (44 copies)
• Induction: Processes of Inference, Learning, and Discovery by John Holland (43 copies)
• Into the heart of the mind: An American quest for… by Frank Rose (41 copies)
• Bioinformatics: The Machine Learning Approach, Second… by Pierre Baldi (37 copies)
• Learning Bayesian Networks by Richard E. Neapolitan (32 copies)
• An Introduction to Computational Learning Theory by Michael J. Kearns (26 copies)
• Kernel Methods for Pattern Analysis by John Shawe-Taylor (22 copies)
• Learning with Kernels: Support Vector Machines,… by Bernhard Schlkopf (22 copies)
• The Artificial Intelligence Debate: False Starts, Real… by Stephen Richards Graubard (21 copies)
• Artificial Intelligence (Understanding Computers) by Time-Life Books (19 copies)
• Gaussian Processes for Machine Learning (Adaptive… by Carl Edward Rasmussen (15 copies)
• C4.5: Programs for Machine Learning (Morgan Kaufmann Series… by J. R. Quinlan (13 copies)
• Bayesian Networks and Decision Graphs (Information Science… by Finn V. Jensen (12 copies)
• Robot Shaping: An Experiment in Behavior Engineering… by Marco Dorigo (11 copies)
• Truth from Trash: How Learning Makes Sense (Complex… by Chris Thornton (8 copies)
• Intelligence: The Eye, the Brain, and the Computer by Martin A. Fischler (8 copies)
• Imitation in Animals and Artifacts (Complex Adaptive… by Kerstin Dautenhahn (7 copies)
• Mind Bugs: The Origins of Procedural Misconceptions… by Kurt Vanlehn (4 copies)
• Machine learning : an artificial intelligence approach by John R. Anderson (4 copies)
• Readings in machine learning by Jude W. Shavlik (3 copies)
• Nearest-neighbor methods in learning and vision : theory… by Gregory Shakhnarovich (2 copies)
• Artificial intelligence (2 copies)
• Advances in large margin classifiers by Alexander J Smola (2 copies)
• Algorithmic learning by Alan Hutchinson (1 copies)
• Immunological bioinformatics (1 copies)
• Connectionist Models and Their Implications : Readings From… by David Waltz (1 copies)
• Machine learning : paradigms and methods by Jaime G. Carbonell (1 copies)
• Inductive learning algorithms for complex systems modeling by madalahemar (1 copies)
• Evolution, games, and learning : models for adaptation in… by Los Alamos, N.M. Center for Nonlinear Studies (Los (1 copies)
• Thinking machines : the evolution of artificial… by Vernon Pratt (1 copies)
• Nearest-neighbor methods in learning and vision : theory… (1 copies)
• Learning with kernels : support vector machines,… by Bernhard Schölkopf (1 copies)
• Machine learning : neural networks, genetic algorithms, and… by Hojjat Adeli (1 copies)
• Cognitive carpentry : a blueprint for how to build a person by John L. Pollock (1 copies)
• Evolvable Machines: Theory & Practice (Studies in Fuzziness… by Nadia Nedjah (1 copies)