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Research Groups
Directory > Computers > Artificial Intelligence > Machine Learning > Research Groups

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Modeling network routing as Partially Observable Markov Decision Processes (POMDPs)
Uses partially observable Markov decision processes (POMDPs) as a basic framework for multi-agent
planning

http://dali.ai.uic.edu/bharanee/research.html
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

Software Competence Center, Hagenberg (SCCH): Division of Knowledge Based Technologies
Knowledge-based concepts, tools, and methods, and their applications, including: fuzzy systems,
neural networks, genetic algorithms, machine learning, and natural language processing.

http://www.scch.at/kbt
Reviews Rating: Not yet Rated Whois Check

Intelligent & Cooperative Systems Research Group (GSIC)
Group at the University of Valladolid, Spain focusing on research in intelligent systems (neural
networks and neuro-fuzzy systems), cooperative systems, and computer-assisted collaborative
learning.

http://pireo.tel.uva.es/gsic2001/indexEng.htm
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

NCSA Automated Learning Group (ALG)
Archive of software, white papers, and research surveys maintained by a research lab at the
National Center for Supercomputing Applications (NCSA)

http://www.ncsa.uiuc.edu/STI/ALG/
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

Automated Learning Group - NASA
Research projects on collective intelligence, surface modeling, autoclass, Bayesian search.
http://ic-www.arc.nasa.gov/ic/projects/bayes-group/index.html
Reviews Rating: Not yet Rated Whois Check

The Machine Learning Systems Group at JPL
Applied research in data mining, knowledge discovery, pattern recognition, and automated
classification and clustering.

http://www-aig.jpl.nasa.gov/public/mls/
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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.

http://www-ai.informatik.uni-dortmund.de/FORSCHUNG/index.eng.html
Reviews Rating: Not yet Rated Whois Check

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.

http://www.ai.mit.edu/projects/cbcl/
Reviews Rating: Not yet Rated Whois Check

Machine Learning at the Katholieke Universiteit Leuven
Research in Data mining, Inductive Logic Programming, Learning In Agents.
http://www.cs.kuleuven.ac.be/~ml/
Reviews Rating: Not yet Rated Whois Check

Machine Learning Research Group of Rutgers University
Research interest in online algorithms, sequence categorization, action prediction, genetic
algorithms, and feature generation/selection.

http://www.cs.rutgers.edu/learning/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

Computational Learning - Royal Holloway, University of London
Research on machine learning theory, kernel methods for text analysis, support vector machines,
kernel theory.

http://www.cs.rhbnc.ac.uk/colt/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

Machine Learning Laboratory - UMass
Research on Neural Networks and Decision Trees.
http://www.cs.umass.edu/~lrn/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

The Auton Project
Research on Data Mining, Active Learning & Exploration, Reinforcement Learning for Decision
and Control.

http://www.autonlab.org/
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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.

http://www.idiap.ch/learning/learningNF.html
Reviews Rating: Not yet Rated Whois Check

Centre for Learning Systems and Applications (LSA) - University of Kaiserslautern (Germany)
Research on Machine Learning, Case-based Reasoning, Knowledge Acquisition
http://wwwagr.informatik.uni-kl.de/~lsa/
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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/areas/machinelearning.html
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

Machine Learning Research Group - UW-Madison
Research on information retrieval and extraction, bioinformatics, connectionist models, hybrid
systems.

http://www.cs.wisc.edu/~shavlik/uwml.html
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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.

http://www.cs.utexas.edu/users/ml/
Reviews Rating: Not yet Rated Whois Check

Computational Intelligence Group - University of Bristol
Research on kernel methods, support vector machines, neural networks, machine vision,
bioinformatics, computational learning theory.

http://lara.enm.bris.ac.uk/cig/
Reviews Rating: Not yet Rated Whois Check

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.

http://www.ai.univie.ac.at/oefai/ml/
Reviews Rating: Not yet Rated Whois Check

Machine Learning and Natural Language Processing Lab - Freiburg (Germany)
Research on Data Mining, Machine Learning,Inductive Logic Programming, Relational Learning, Machine
Learning for Bioinformatics.

http://www.informatik.uni-freiburg.de/~ml/
Reviews Rating: Not yet Rated Whois Check

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
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

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.

http://ida.first.gmd.de
Reviews Rating: Not yet Rated Whois Check

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.

http://www.deas.harvard.edu/users/students/Roni_Khardon/cogcomp.html
Reviews Rating: Not yet Rated Whois Check

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.

http://www.cs.iastate.edu./~honavar/aigroup.html
Reviews Rating: Not yet Rated Whois Check

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.

http://www.cs.waikato.ac.nz/~ml
Reviews Rating: Not yet Rated Whois Check

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.

http://www.ics.uci.edu/AI/ML/Machine-Learning.html
Reviews Rating: Not yet Rated Whois Check

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/
Reviews Rating: Not yet Rated Whois Check

 


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