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Home / Computers / Artificial Intelligence / Machine Learning / Research Groups
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Web Sites
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- AI Unit - University of Dortmund (Germany) - Research on representation and acquisition of knowledge in the subareas machine learning and text, knowledge discovery in databases, learning and cognitive science, and learning robots.
www-ai.informatik.uni-dortmund.de/FORSCHUNG/index.eng.html
- Artificial Intelligence Research Laboratory - Iowa State University - Resarch related to machine learning includes neural networks, automata induction, computational learning theory, data mining, knowledge discovery, bioinformatics.
www.cs.iastate.edu./~honavar/aigroup.html
- Automated Learning Group - NASA - Research projects on collective intelligence, surface modeling, autoclass, Bayesian search.
ic-www.arc.nasa.gov/ic/projects/bayes-group/index.html
- 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.
www.cis.hut.fi/projects/mi
- Center for Automated Learning and Discovery - CMU - Large group with projects in robot learning, data mining for manifacturing and in multimedia databases, causal inference, disclosure limitation, World Wide Web.
www.cs.cmu.edu/~cald
- Center for Biological and Computational Learning - MIT - Research on theory of learning, neuroscience, bioinformatics & functional genomics, information extraction in text & multimedia, object detection/recognition, man-machines interfaces, virtual financial markets.
www.ai.mit.edu/projects/cbcl
- Centre for Learning Systems and Applications (LSA) - University of Kaiserslautern (Germany) - Research on Machine Learning, Case-based Reasoning, Knowledge Acquisition
wwwagr.informatik.uni-kl.de/~lsa
- 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.
l2r.cs.uiuc.edu/~cogcomp
- Cognitive Computation, Harvard University - The group develops 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.
www.deas.harvard.edu/users/students/Roni_Khardon/cogcomp.html
- Complexity of Learning - Royal Halloway University of London - Resarch on machine learning theory, kernel methods for text analysis, support vector machines, kernel theory.
www.cs.rhbnc.ac.uk/colt
- 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.
www.aber.ac.uk/~dcswww/Research/bio
- Computational Intelligence Group - University of Bristol - Research on kernel methods, support vector machines, neural networks, machine vision, bioinformatics, computational learning theory.
lara.enm.bris.ac.uk/cig
- Gatsby Computational Neuroscience Unit - University College London - Research on neural computational theories of perception and action, with an emphasis on learning.
www.gatsby.ucl.ac.uk
- IDIAP machine Learning Group - Martigny (Switzerland) - Research on Support Vector Machines, Hidden Markov Models, fusion of generative and discriminative approaches, logical data analysis, large scale data analysis.
www.idiap.ch/learning/learningNF.html
- Institute for Process Control and Robotics - University of Karlsruhe (Germany) - Research on Machine Learning in Robotics, Factory Automation, and Assistance Systems.
wwwipr.ira.uka.de/areas/machinelearning.html
- Intelligent Data Analysis Group at GMD FIRST - The IDA group is concerned with learning systems for intelligent data analysis. In particular, we are developing tools for high-dimensional multivariate statistics based on methods originally developed in the field of statistics and, more recently, in the neural networks and machine learning community.
ida.first.gmd.de
- 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.
lacam.di.uniba.it:8000
- 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.
www.csi.uottawa.ca/dept/kaml/KAML.html
- Learning Lab at CMU, School of Computer Science - Software systems that learn user preferences, Robot learning, text learning, generic learning methods.
www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-5/www/learning.html
- 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.
www.iro.umontreal.ca/~lisa
- Machine Learning - ÖFAI - Information on their members, research areas, publications, teaching, and resources. Focus is on: data mining and knowledge discovery in databases, inductive logic programming, knowledge intensive learning, concept drift and context-sensitive learning, minimum description length principle, machine learning and music.
www.ai.univie.ac.at/oefai/ml
- 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.
www.di.unito.it/~mluser
- 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.
www.mli.gmu.edu
- Machine Learning and Natural Language Processing Lab - Freiburg (Germany) - Research on Data Mining, Machine Learning,Inductive Logic Programming, Relational Learning, Machine Learning for Bioinformatics.
www.informatik.uni-freiburg.de/~ml
- 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.
www.dsi.unifi.it/neural
- Machine Learning at the Katholieke Universiteit Leuven - Research in Data mining, Inductive Logic Programming, Learning In Agents.
www.cs.kuleuven.ac.be/~ml
- 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.
www.cse.ucsc.edu/research/ml
- Machine Learning Group - Stockholm University - Research on inductive logic programming for natural language processing and for knowledge discovery in databases.
www.dsv.su.se/ML
- Machine Learning Group - UCI - Research at UCI spans the spectrum of models for learning, including those based on statistics, logic, mathematics, neural structures, information theory, and heuristic search algorithms.
www.ics.uci.edu/AI/ML/Machine-Learning.html
- 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.
www.cs.bris.ac.uk/Research/MachineLearning
- Machine Learning Group - University of Waikato - Offers WEKA, a comprehensive, open-source (GPL) machine learning and data mining toolkit in Java with classification, regression, clustering, and association rules. Command-line and GUI interfaces.
www.cs.waikato.ac.nz/~ml
- 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.
www.cs.huji.ac.il/labs/learning/lab_page.html
- Machine Learning Laboratory - UMass - Research on Neural Networks and Decision Trees.
www.cs.umass.edu/~lrn
- Machine Learning Research Group - UTCS - Research on General Inductive Learning, Inductive Logic Programming, Natural Language Learning, Qualitative Modeling & 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.
www.cs.utexas.edu/users/ml
- Machine Learning Research Group - UW-Madison - Research on information retrieval and extraction, bioinformatics, connectionist models, hybrid systems.
www.cs.wisc.edu/~shavlik/uwml.html
- Machine Learning Research Group of Rutgers University - Research interest in online algorithms, sequence categorization, action prediction, genetic algorithms, and feature generation/selection.
www.cs.rutgers.edu/learning
- 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.
www.cs.cmu.edu/afs/cs.cmu.edu/Web/People/Xavier/lab.html
- The Auton Project - Research on Data Mining, Active Learning & Exploration, Reinforcement Learning for Decision and Control.
www.autonlab.org
- The Machine Learning Systems Group at JPL - Applied research in data mining, knowledge discovery, pattern recognition, and automated classification and clustering.
www-aig.jpl.nasa.gov/public/mls
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