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Computational Learning Theory
A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.
www.learningtheory.org/ Read more |
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Grammatical Inference
Repository of information on grammatical inference, automata induction, and language acquisition.
www.cs.iastate.edu/~honavar/gi/gi.html Read more |
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ILPnet2
Network of Excellence in Inductive Logic Programming.
www.cs.bris.ac.uk/~ILPnet2/ Read more |
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k-means clustering tutorial
Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
people.revoledu.com/kardi/tutorial/kMean/index.html Read more |
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Kernel machines
A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.
www.kernel-machines.org Read more |
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Machine Learning in Games
How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.
satirist.org/learn-game/ Read more |
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Mixture Modelling page
Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
www.cs.monash.edu.au/~dld/mixture.modelling.page.html Read more |
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Programming by Example
Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.
web.media.mit.edu/~lieber/PBE/index.html Read more |
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Proto-Mind Machines
Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
www.proto-mind.com Read more |
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| Number of directories: 10.389
Number of links: 163.566
Last updated: Feb 12, 2008. |
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