| Directory > Computers > Artificial Intelligence > Machine Learning Proto-Mind Machines
Artificial Neural Network-based natural language conversational agent and intelligent dialogue
generator
http://www.proto-mind.com
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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/
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Recursive-Partitioning.com
Comprehensive archive of bibliographies, FAQ lists, tutorials, and other resources for supervised
and unsupervised learning
http://www.recursive-partitioning.com
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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
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Pattern Recognition on The Web
Links to various pattern recognition and machine learning resources
http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.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://lieber.www.media.mit.edu/people/lieber/PBE/index.html
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Pattern Recognition Information
A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and
news.
http://www.ph.tn.tudelft.nl/PRInfo/index.html
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Grammatical Inference
Repository of information on grammatical inference, automata induction, and language acquisition.
http://www.cs.iastate.edu/~honavar/gi/gi.html
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David W. Aha: Machine Learning Page
Comprehensive machine learning resources from Applications to Tutorials.
http://www.aic.nrl.navy.mil/~aha/research/machine-learning.html
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ILPnet2
Network of Excellence in Inductive Logic Programming.
http://www.cs.bris.ac.uk/~ILPnet2/
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Machine Learning FAQ
Questions and answers about Machine Learning. Anyone can post his/her own questions and answers.
http://recursive-partitioning.com/mlfaq/
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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 algorithms, temporal differences, and
other methods.
http://satirist.org/learn-game/
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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/racra.html
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Gowachin
A competition on Grammatical Inference.
http://www.irisa.fr/Gowachin/
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Mixture Modelling page
Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture
modeling. Links and bibliography.
http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html
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Boosting research
A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming
events, datasets, and code.
http://www.boosting.org/
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Reinforcement Learning Repository
A centralized resource for researchers of reinforcement learning. Maintained at Michigan State
University.
http://www.cse.msu.edu/rlr/
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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/
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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
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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/machine.html
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Online Machine Learning Resources
Provided by the ML Group at the Austrian Research Institute for Artificial Intelligence (OFAI).
http://www.ai.univie.ac.at/oefai/ml/ml-resources.html
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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.
http://www.mlnet.org
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