Sinard.net WebDirectory » Computers » Artificial Intelligence » Machine Learning

  • Belief Networks (46)
  • Case-Based Reasoning (11)
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  • Neural Networks (211)
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  • Companies (7)
  • Conferences (21)
  • Datasets (16)
  • Educational Resources (3)
  • Mailing Lists (3)
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  • Publications (17)
  • Research Groups (37)
  • Software (107)
  • Support Vector Machines (20)
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    11 pages found in Machine Learning:

    Gowachin
    A competition on Grammatical Inference.
    http://www.irisa.fr/Gowachin/

    Grammatical Inference
    Repository of information on grammatical inference, automata induction, and language acquisition.
    http://www.cs.iastate.edu/~honavar/gi/gi.html

    Integrated Optimization - Artificial Intelligence
    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/

    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.
    http://www.kernel-machines.org/

    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.
    http://satirist.org/learn-game/

    Machine learning for user modeling
    adaptive systems.
    http://athos.rutgers.edu/ml4um/

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

    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.
    http://web.media.mit.edu/~lieber/PBE/index.html

    Proto-Mind Machines
    based natural language conversational agent and intelligent dialogue generator
    http://www.proto-mind.com/

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

    k-means clustering tutorial
    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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