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  Machine Learning (236)

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http://home.earthlink.net/~dwaha/research/machine-learning.html
Featured Site David W. Aha: Machine Learning Page Open in a new browser windowLink Details
- Comprehensive machine learning resources from Applications to Tutorials.
- http://home.earthlink.net/~dwaha/research/machine-learning.html

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Regular Websites in this category

Programming by Example Open in a new windowLink Details
- 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.
- http://web.media.mit.edu/~lieber/PBE/index.html

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k-means clustering tutorial Open in a new windowLink Details
- Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
- http://people.revoledu.com/kardi/tutorial/kMean/index.html

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Reinforcement Learning Repository Open in a new windowLink Details
- A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.
- http://www-anw.cs.umass.edu/rlr/

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Integrated Optimization - Artificial Intelligence Open in a new windowLink Details
- Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.
- http://www.miislita.com

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Andrew Schein's Web Page Open in a new windowLink Details
- Machine learning approaches to data mining focussing on text mining applications
- http://www.cis.upenn.edu/~ais

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Proto-Mind Machines Open in a new windowLink Details
- Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
- http://www.proto-mind.com

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Machine learning for user modeling Open in a new windowLink Details
- Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
- http://athos.rutgers.edu/ml4um/

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Pattern Recognition on The Web Open in a new windowLink Details
- Links to various pattern recognition and machine learning resources
- http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html

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Pattern Recognition Information Open in a new windowLink Details
- A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.
- http://www.ph.tn.tudelft.nl/PRInfo/index.html

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Grammatical Inference Open in a new windowLink Details
- Repository of information on grammatical inference, automata induction, and language acquisition.
- http://www.cs.iastate.edu/~honavar/gi/gi.html

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ILPnet2 Open in a new windowLink Details
- Network of Excellence in Inductive Logic Programming.
- http://www.cs.bris.ac.uk/~ILPnet2/

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Machine Learning in Games Open in a new windowLink Details
- 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 al
- http://satirist.org/learn-game/

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Reasoning about Computational Resource Allocation Open in a new windowLink Details
- An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
- http://www.acm.org/crossroads/xrds3-1/racra.html

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Gowachin Open in a new windowLink Details
- A competition on Grammatical Inference.
- http://www.irisa.fr/Gowachin/

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Mixture Modelling page Open in a new windowLink Details
- Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
- http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html

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Computational Learning Theory Open in a new windowLink Details
- 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
- http://www.learningtheory.org/

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Kernel machines Open in a new windowLink Details
- 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
- http://www.kernel-machines.org

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