This link has been bookmarked by 42 people . It was first bookmarked on 23 May 2006, by YIQUN HU.
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13 Sep 09
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07 Jul 09
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The following links point to a set of tutorials on many aspects of
statistical data mining, including the foundations of probability, the
foundations of statistical data analysis, and most of the classic machine
learning and data mining algorithms.These include classification algorithms such as decision trees, neural nets,
Bayesian classifiers, Support Vector Machines and cased-based (aka
non-parametric) learning. They include regression algorithms such as
multivariate polynomial regression, MARS, Locally Weighted Regression, GMDH and
neural nets. And they include other data mining operations such as clustering
(mixture models, k-means and hierarchical), Bayesian networks and Reinforcement
Learning.
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21 Mar 09
Chris Smithlots of AI algorithms from neural networks to genetic algorithms to minmax alpha beta pruning, etc
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18 Mar 09
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30 Nov 07
Bruno MartinsThe following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms.
algorithms data datamining machinelearning probability statistics tutorial tutorials
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29 Nov 07
Olifante *"The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms."
data_mining data ai machine_learning algorithms list learning reference tutorials statistics computer_science database CMU
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26 Nov 07
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25 Nov 07
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tsuyoshi inoue統計的データマイニングについて、隠れマルコフ連鎖など、いろいろな話題について書いてある。必要になったら思い出すこと。
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24 Mar 07
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Page Comments
The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning
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