Machine Learning (Artificial Intelligence)

Machine Learning further on these related pages:

Belief Networks@ Case-Based Reasoning Companies Conferences Datasets Educational Resources

Mailing Lists Neural Networks@ Publications Research Groups Software Support Vector Machines@

Top/Computers/Software/Databases/Data Mining Top/Science/Math/Statistics

Machine Learning Sites:

ILPnet2 ILPnet2: Network of Excellence in Inductive Logic Programming. (Machine Learning) http://www.cs.bris.ac.uk/~ILPnet2/ Pattern Recognition on The Web Pattern Recognition on The Web: Links to various pattern recognition and machine learning resources (Machine Learning) http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html Proto-Mind Machines Proto-Mind Machines: Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator (Machine Learning) http://www.proto-mind.com Mixture Modelling page Mixture Modelling page: Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography. (Machine Learning) http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html Machine Learning at AAAI Machine Learning at AAAI: Starting point for online machine learning resources. Provided by the American Association for Artificial Intelligence. (Machine Learning) http://www.aaai.org/Pathfinder/html/machine.html David W. Aha: Machine Learning Page David W. Aha: Machine Learning Page: Comprehensive machine learning resources from Applications to Tutorials. (Machine Learning) http://www.aic.nrl.navy.mil/~aha/research/machine-learning.html Machine Learning in Games 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 al (Machine Learning) http://satirist.org/learn-game/ Grammatical Inference Grammatical Inference: Repository of information on grammatical inference, automata induction, and language acquisition. (Machine Learning) http://www.cs.iastate.edu/~honavar/gi/gi.html Integrated Optimization - Artificial Intelligence 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. (Machine Learning) http://www.miislita.com Pattern Recognition Information Pattern Recognition Information: A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news. (Machine Learning) http://www.ph.tn.tudelft.nl/PRInfo/index.html Computational Learning Theory Computational Learning Theory: 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 (Machine Learning) http://www.learningtheory.org/ Gowachin Gowachin: A competition on Grammatical Inference. (Machine Learning) http://www.irisa.fr/Gowachin/ Programming by Example 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. (Machine Learning) http://lieber.www.media.mit.edu/people/lieber/PBE/index.html Group Method of Data Handling (GMDH) Group Method of Data Handling (GMDH): Review of the GMDH approach for data mining and forecasting, with examples and software (Machine Learning) http://www.stormloader.com/gmdh/index.html Kernel machines 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 (Machine Learning) http://www.kernel-machines.org Boosting research Boosting research: A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming events, datasets, and code. (Machine Learning) http://www.boosting.org/ Reasoning about Computational Resource Allocation Reasoning about Computational Resource Allocation: An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM. (Machine Learning) http://www.acm.org/crossroads/xrds3-1/racra.html Machine learning for user modeling Machine learning for user modeling: Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems. (Machine Learning) http://athos.rutgers.edu/ml4um/ Reinforcement Learning Repository Reinforcement Learning Repository: A centralized resource for researchers of reinforcement learning. Maintained at Michigan State University. (Machine Learning) http://www.cse.msu.edu/rlr/ Machine Learning Network Online Information Service Machine Learning Network Online Information Service: The MLnet OiS offers software, datasets, information about events, research groups, persons and other interesting stuff related to machine learning, knowledge discovery, case-based reasoning, knowledge acquisition, and data mining. (Machine Learning) http://www.mlnet.org Andrew Schein's Web Page Andrew Schein's Web Page: Machine learning approaches to data mining focussing on text mining applications (Machine Learning) http://www.cis.upenn.edu/~ais