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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
Starting point for online machine learning resources. Provided by the American Association for Artificial Intelligence.
http://www.aaai.org/Pathfinder/html/machine.html
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.
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Kernel Machines ...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.
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COLT: Computational Learning Theory T is on rigorous mathematical analysis. As a field with roots in theoretical computer science, COLT is largely concerned with computational and data efficiency. Much of the work in COLT can be traced to Valiant's seminal paper on A theory...Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html
A competition on Grammatical Inference.
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Gowachin A from noisy samples contest inspired by Gowachin has been set for GECCO 2004 (the closing date for this contest is Friday May 28th 2004 This contest focuses on a fairly small DFA (nominal 50 states but with a high...An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
http://www.acm.org/crossroads/xrds3-1/racra.html
Network of Excellence in Inductive Logic Programming.
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ILPnet2 Commission under contract INCO 977102 Administrative coordinator: Peter Flach, University of Bristol (UK) Scientific coordinator: Saso Dzeroski, Jozef Stefan Institute (SI) Welcome to the homepage of ILPnet2, which officially started 1st September 1998, and was funded for 4 years under...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.
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Programming by Example Home Page Example will be published later this year by Morgan Kaufmann. Read the introduction, foreward and Table of Contents, here. Also see the March 2000 Communications of the ACM for a preview. The full text of the book Watch What I...Links to various pattern recognition and machine learning resources
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Pattern Recognition on the Web To understand is to perceive patterns Isaiah Berlin Go to Specific Links for COMP-644 (Pattern Recognition course) General Links: Pattern Recognition: Pattern Recognition Course on the Web (by Richard O. Duda) Introduction to Machine Learning (by Nils J. Nilsson) Image...Review of the GMDH approach for data mining and forecasting, with examples and software
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We have moved to a new location Please update your links Click Here] or wait a second. Your unique Source of Forecasting Knowledge On The Net! You will enter in 1 second...Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
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ML4UM and ML,IR for UM Homepage This site uses frames. There is currently no non-frame version....Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
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Proto-Mind Machines Immortality and Mind Upload Centre ...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.
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Integrated Optimization Artificial Intelligence Scientific Marketing Our search engine optimization strategies, artificial intelligence technology and market research methods are based on proprietary methods and procedures such as On-Topic Analysis, C-indices and EF-Ratios. These advanced search engine optimization strategies are offered with an integrated package of consulting...Comprehensive machine learning resources from Applications to Tutorials.
http://home.earthlink.net/~dwaha/research/machine-learning.html
Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
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K-Mean Clustering Tutorial This tutorial will introduce you to the heart of Pattern Recognition, unsupervised learning of Neural network called k-means clutering. When User click picture box to input new data (X,Y the program will make group/cluster the data by minimizing the sum...