Directory: Top/Computers/Artificial_Intelligence/Machine

Top / Computers / Artificial_Intelligence / Machine_Learning /

Andrew Schein's Web Page
Machine learning approaches to data mining focussing on text mining applications
http://www.cis.upenn.edu/~ais
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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
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David W. Aha: Machine Learning Page
A machine learning resources from Applications to Tutorials.
http://home.earthlink.net/~dwaha/research/machine-learning.html
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Reinforcement Learning Repository
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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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.
http://people.revoledu.com/kardi/tutorial/kMean/index.html
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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.
http://web.media.mit.edu/~lieber/PBE/index.html
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