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Proto-Mind Machines
Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
http://www.proto-mind.com
Group Method of Data Handling (GMDH)
Review of the GMDH approach for data mining and forecasting, with examples and software
http://www.stormloader.com/gmdh/index.html
Reasoning about Computational Resource Allocation
An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
http://www.acm.org/crossroads/xrds3-1/racr...
Machine learning for user modeling
Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
http://athos.rutgers.edu/ml4um/
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/...
Pattern Recognition Information
Links
http://www.ph.tn.tudelft.nl/PRInfo/index.h...
ILPnet2
Network of Excellence in Inductive Logic Programming.
http://www.cs.bris.ac.uk/~ILPnet2/
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 events, datasets, code.
http://www.kernel-machines.org
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 efficiency.
http://www.learningtheory.org/
Machine Learning in Games
Review of research and implementations in Backgammon, Othello, soccer, and other games.
http://satirist.org/learn-game/
Schein, Andrew I.
Machine learning approaches to data mining focussing on text mining applications.
http://www.cis.upenn.edu/~ais
Grammatical Inference
Repository of information on grammatical inference, automata induction, and language acquisition.
http://www.cs.iastate.edu/~honavar/gi/gi.h...
Machine Learning at AAAI
Starting point for online machine learning resources. Provided by the American Association for Artificial Intelligence.
http://www.aaai.org/Pathfinder/html/machin...
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
Gowachin
A competition on Grammatical Inference.
http://www.irisa.fr/Gowachin/
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://lieber.www.media.mit.edu/people/lie...
Pattern Recognition on The Web
Links to various pattern recognition and machine learning resources
http://cgm.cs.mcgill.ca/~godfried/teaching...
Mixture Modelling page
Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
http://www.cs.monash.edu.au/~dld/mixture.m...
Boosting Research Site
Scientific homepage on boosting and ensemble learning methods.
http://www.boosting.org/
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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2006