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Computers > Artificial Intelligence > Machine Learning

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Home > Computers > Artificial Intelligence > Machine Learning
Directory of Web Resources @ Expo Central : Machine Learning

Computers > Artificial Intelligence > Machine Learning : Categories


Computers > Artificial Intelligence > Machine Learning : Web Resources



Computers > Artificial Intelligence > Machine Learning : Web-Sites


1. Andrew Schein's Web Page [ Report dead link ]
Machine learning approaches to data mining focussing on text mining applications
http://www.cis.upenn.edu/~ais
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2. Boosting research [ Report dead link ]
A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming events, datasets, and code.
http://www.boosting.org/
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3. Computational Learning Theory [ Report dead link ]
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.
http://www.learningtheory.org/
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4. David W. Aha: Machine Learning Page [ Report dead link ]
Comprehensive machine learning resources from Applications to Tutorials.
http://home.earthlink.net/~dwaha/research/machine-learning.html
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5. Gowachin [ Report dead link ]
A competition on Grammatical Inference.
http://www.irisa.fr/Gowachin/
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6. Grammatical Inference [ Report dead link ]
Repository of information on grammatical inference, automata induction, and language acquisition.
http://www.cs.iastate.edu/~honavar/gi/gi.html
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7. ILPnet2 [ Report dead link ]
Network of Excellence in Inductive Logic Programming.
http://www.cs.bris.ac.uk/~ILPnet2/
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8. Integrated Optimization - Artificial Intelligence [ Report dead link ]
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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9. k-means clustering tutorial [ Report dead link ]
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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10. Kernel machines [ Report dead link ]
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
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Computers > Artificial Intelligence > Machine Learning : Web Resources


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