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Home: Computers: Artificial Intelligence: Machine Learning: Research Groups
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AICML - Alberta Ingenuity Centre for Machine Learning An internationally recognized node of machine learning researchers at the University of Alberta http://www.uofaweb.ualberta.ca/aicml/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Artificial Intelligence Research Laboratory - Iowa State University Research related to machine learning includes neural networks, automata induction, computational learning theory, data mining, knowledge discovery, bioinformatics. http://www.cs.iastate.edu/~honavar/aigroup.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Bioinformatics and Learning Metrics group - Helsinki University of Technology Analysis of functional genomics data, Construction of data-dependent metrics for focusing data analysis on relevant or important aspects of the data. http://www.cis.hut.fi/projects/mi/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Center for Automated Learning and Discovery - CMU Large group with projects in robot learning, data mining for manufacturing and in multimedia databases, causal inference, and disclosure limitation. http://www.cs.cmu.edu/~cald/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Cognitive Computation Group at UIUC Developing theories and systems pertaining to intelligent behavior using a unified methodology. At the heart of the approach is the idea that learning has a central role in intelligence. http://l2r.cs.uiuc.edu/~cogcomp/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Columbia University Center for Computational Learning Systems (CCLS) CCLS investigates machine learning and data mining and their application to natural language understanding, the World Wide Web, bioinformatics, systems security and other emerging areas. http://www.ccls.columbia.edu/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Computational Biology Group - University of Wales Techniques include inductive logic programming, model based reasoning, evolutionary computing, neural networks, multivariate statistics. Applications to drig design, protein secondary structure prediction, functional genomics, etc. http://www.aber.ac.uk/~dcswww/Research/bio/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Computational Intelligence Group - University of Bristol Research on kernel methods, support vector machines, neural networks, machine vision, bioinformatics, computational learning theory. http://www.enm.bris.ac.uk/ai/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Computational Intelligence, Learning, & Discovery Pursues research on algorithms and software tools for gleaning knowledge from data and their applications in Bioinformatics, Security Informatics, Medical Informatics, Geoinformatics, Chemical Informatics, Semantic Web, e-Government, e-Enterprises, e-Commerce, and e-Science. http://www.cild.iastate.edu (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Computational Learning - Royal Holloway, University of London Research on machine learning theory, kernel methods for text analysis, support vector machines, kernel theory. http://www.clrc.rhul.ac.uk/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Freiburg Recognition of ON-line HANDwriting (Frog On Hand) An on-line handwriting recognition engine based upon statistical dynamic time warping (SDTW) and support vector machines with a Gaussian DTW kernel (SVM-GDTW). http://lmb.informatik.uni-freiburg.de/people/bahlmann/frog.en.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Gatsby Computational Neuroscience Unit - University College London Research on neural computational theories of perception and action, with an emphasis on learning. http://www.gatsby.ucl.ac.uk/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Group Method of Data Handling (GMDH) Tutorials, software, online books and articles on forecasting and systems modeling, optimization in expert systems, pattern recognition, data mining and knowledge discovery, from a research group at the Glushkov Institute of Cybernetics. http://www.gmdh.net/index.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It GSIC A group of researchers interested in artificial intelligence, computer supported collaborative learning and grid computing. http://gsic.tel.uva.es/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Institute for Process Control and Robotics - University of Karlsruhe (Germany) Research on Machine Learning in Robotics, Factory Automation, and Assistance Systems. http://wwwipr.ira.uka.de/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Intelligent Systems Division - NASA Research projects on collective intelligence, surface modeling, autoclass, Bayesian search. http://ti.arc.nasa.gov/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Intelligent Systems, University College London Focuses on theory of logic and learning, and applied intelligent systems. Methodolgies range from traditional knowledge-based systems and neural networks to machine learning, agents, and evolutionary computation. http://www.cs.ucl.ac.uk/intelligent_systems/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Knowledge Acquisition & Machine Learning Lab - University of Bari Research on symbolic and numerical approaches to machine learning, first order logic, intelligent document processing, spatial data mining, human-computer interaction. http://lacam.di.uniba.it:8000 (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Knowledge Acquisition and Machine Learning Group - University of Ottawa Research projects mainly focused on text: Intelligent Information Access, Text Summarization, Text Analysis for Knowledge Acquisition. http://www.csi.uottawa.ca/dept/kaml/KAML.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Learning Lab at CMU, School of Computer Science Software systems that learn user preferences, Robot learning, text learning, generic learning methods. http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-5/www/learning.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It LISA - Adaptive Computer Systems Laboratory - Université de Montréal Research on modeling high-dimensional data, learning hyper-parameters, boosting of neural networks, Markovian models, data mining, and other areas related to neural networks. http://www.iro.umontreal.ca/~lisa/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning and Genetic Algorithms group - University of Turin Research on learning first-order classification rules, first-order concept descriptions, genetic algorithms, neural networks, computational learning theory. http://www.di.unito.it/~mluser/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning and Inference Laboratory - GMU Research on Theories of Learning, Inference, and Discovery Data Mining and Knowledge Discovery, User Modeling and Intrusion Detection, Non-Darwinian Evolutionary Computation, Machine Vision through Learning, Education. http://www.mli.gmu.edu/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine learning and Neural Networks group - Universities of Florence, Pisa, and Siena Research on adaptive processing of data structures, document analysis and technologies, natural language, machine learning for the web, visual databases, biochemistry and bioinformatics. http://www.dsi.unifi.it/neural (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning at the Katholieke Universiteit Leuven Research in Data mining, Inductive Logic Programming, Learning In Agents. http://www.cs.kuleuven.be/~dtai/ml/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning at UC Santa Cruz Research on decision theory, neural networks, computational biology, computational geometry, theoretical computer science, on-line learning algorithms, computational learning theory, reinforcement learning. http://www.soe.ucsc.edu/programs/cs/graduate/research.html#ai (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Group - Stockholm University Research on inductive logic programming for natural language processing and for knowledge discovery in databases. http://www.dsv.su.se/ML/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Group - University of Bristol Research on higher-order concept learning, inductive logic programming, multi-agent learning systems, integration of prior knowledge, induction and deduction, incremental learning, hybrid symbolic/connectionist approaches, evolutionary strategies. http://www.cs.bris.ac.uk/Research/MachineLearning/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Group - University of Waikato Offers WEKA, an open-source (GPL) machine learning and data mining toolkit in Java with classification, regression, clustering, and association rules. Command-line and GUI interfaces. http://www.cs.waikato.ac.nz/~ml (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Lab - The Hebrew University Research projects on learning in human-machine interaction, natural language interface to the WWW, statistical analysis of neurophysiological data, self-organization of proteins, nonlinear acoustic signal processing. http://www.cs.huji.ac.il/labs/learning/lab_page.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Laboratory - UMass Research on Neural Networks and Decision Trees. http://www.cs.umass.edu/~lrn/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Research Group - UTCS Research on General Inductive Learning, Inductive Logic Programming, Natural Language Learning, Qualitative Modeling and Diagnosis, Learning for Planning and Problem Solving. Recommender Systems and Text Categorization Student Modeling for Intelligent Tutoring Systems Text Data Mining Theory and Knowledge Refinement. http://www.cs.utexas.edu/users/ml/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Machine Learning Research Group - UW-Madison Research on information retrieval and extraction, bioinformatics, connectionist models, hybrid systems. http://pages.cs.wisc.edu/~shavlik/uwml.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Pattern Recognition and Image Processing (PRIP) Lab, Michigan State University Develops algorithms and representations for efficient pattern matching. Applications include face recognition, fingerprint identification, image analysis, 3-D model construction and visualization, and robot navigation. http://www.cse.msu.edu/rgroups/prip/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Probabilistic and Statistical Inference - University of Toronto Research on computational machine learning tools and theoretical frameworks with applications in computational molecular biology, computer vision, sensory processing, and iterative decoding. http://www.psi.toronto.edu/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Robot Learning Laboratory - CMU Research on Localization and Mapping, Partially Observable Markov Decision Processes, Computer Vision and Image Processing, Robot Architectures and Programming Languages, Learning Algorithms. http://www.cs.cmu.edu/afs/cs.cmu.edu/Web/People/Xavier/lab.html (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It Soft Computing in Machine Learning Applications of soft computing (fuzzy systems, neural networks, and genetic algorithms) in machine learning. Manuscripts and MATLAB codes related to fuzzy clustering and classification, and visualization and analysis of high-dimensional data. http://www.fmt.vein.hu/softcomp (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It The Auton Project Research on Data Mining, Active Learning and Exploration, Reinforcement Learning for Decision and Control. http://www.autonlab.org/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It The NeuroCOLT Project ESPRIT working group on Neural and Computational Learning Theory. Partners, projects, publications archive. http://www.neurocolt.org/ (Added: Mon Apr 04 2011 Hits: 0 Rating: 0.00 Votes: 0) Rate It Review It

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