web nectar - Machine Learning

Machine Learning

Wectar: Computers: Artificial Intelligence: Machine Learning

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	Machine Learning in Games URL: http://satirist.org/learn-game/ ODP description: 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. Page description: How computers can learn to get better at playing games. A site for AI researchers and game programmers.
	Reinforcement Learning Repository URL: http://www-anw.cs.umass.edu/rlr/ ODP description: A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst. Page title: Reinforcement Learning Repository at University of Massachusetts, Amherst
	Kernel machines URL: http://www.kernel-machines.org ODP description: 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. Page title: Kernel Machines
	Reasoning about Computational Resource Allocation URL: http://www.acm.org/crossroads/xrds3-1/racra.html ODP description: An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
	Pattern Recognition Information URL: http://www.ph.tn.tudelft.nl/PRInfo/index.html ODP description: Links
	Proto-Mind Machines URL: http://www.proto-mind.com ODP description: Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator Page title: PMM
	David W. Aha: Machine Learning Page URL: http://home.earthlink.net/~dwaha/research/machine-learning.html ODP description: A machine learning resources from Applications to Tutorials.
	Programming by Example URL: http://web.media.mit.edu/~lieber/PBE/index.html ODP description: 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. Page title: Programming by Example Home Page
	Computational Learning Theory URL: http://www.learningtheory.org/ ODP description: 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. Page title: COLT: Computational Learning Theory
	Pattern Recognition on The Web URL: http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html ODP description: Links to various pattern recognition and machine learning resources Page title: Pattern Recognition on the Web
	Schein, Andrew I. URL: http://www.cis.upenn.edu/~ais ODP description: Machine learning approaches to data mining focussing on text mining applications. Page title: Andrew Schein's Web Page
	Integrated Optimization - Artificial Intelligence URL: http://www.miislita.com ODP description: 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. Page title: Information Retrieval, Artificial Intelligence, Integrated Optimization and Scientific Marketing Page description: Integrated Optimization,Integrated Optimization Services,Artificial Intelligence Searches,Scientific Marketing,Scientific Marketing Research,Term Vectors,Term Vector Theory,Information Retrieval Intelligence,Information Retrieval Tutorials
	k-means clustering tutorial URL: http://people.revoledu.com/kardi/tutorial/kMean/index.html ODP description: Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download. Page title: K-Mean Clustering Tutorial Page description: k mean clustering tutorial
	Gowachin URL: http://www.irisa.fr/Gowachin/ ODP description: A competition on Grammatical Inference.
	Grammatical Inference URL: http://www.cs.iastate.edu/~honavar/gi/gi.html ODP description: Repository of information on grammatical inference, automata induction, and language acquisition. Page title: Homepage of the Grammatical Inference Community
	Machine learning for user modeling URL: http://athos.rutgers.edu/ml4um/ ODP description: Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems. Page title: ML4UM and ML,IR for UM Homepage Page description: This page is the main frameset to the website on ML4UM and ML/IR for UM.

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