Publications

Probabilistic and Statistical Inference - University of Toronto Probabilistic and Statistical Inference - University of Toronto- Research on computational machine learning tools and theoretical frameworks with applications in computational mol… Computational Intelligence Group - University of Bristol Computational Intelligence Group - University of Bristol- Research on kernel methods, support vector machines, neural networks, machine vision, bioinformatics, computational learn… Computational Intelligence, Learning, & Discovery Computational Intelligence, Learning, & Discovery- Pursues research on algorithms and software tools for gleaning knowledge from data and their applications in Bioinformatics, Sec… Machine Learning at UC Santa Cruz Machine Learning at UC Santa Cruz- Research on decision theory, neural networks, computational biology, computational geometry, theoretical computer science, on-line learning algo… Intelligent Systems, University College London Intelligent Systems, University College London- Focuses on theory of logic and learning, and applied intelligent systems. Methodolgies range from traditional knowledge-based syste… Pattern Recognition and Image Processing (PRIP) Lab, Michigan State University Pattern Recognition and Image Processing (PRIP) Lab, Michigan State University- Develops algorithms and representations for efficient pattern matching. Applications include face r… Group Method of Data Handling (GMDH) Group Method of Data Handling (GMDH)- Tutorials, software, online books and articles on forecasting and systems modeling, optimization in expert systems, pattern recognition, data… Freiburg Recognition of ON-line HANDwriting (Frog On Hand) 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 machine… Bioinformatics and Learning Metrics group - Helsinki University of Technology Bioinformatics and Learning Metrics group - Helsinki University of Technology- Analysis of functional genomics data, Construction of data-dependent metrics for focusing data analy… Computational Biology Group - University of Wales Computational Biology Group - University of Wales- Techniques include inductive logic programming, model based reasoning, evolutionary computing, neural networks, multivariate sta… Knowledge Acquisition and Machine Learning Group - University of Ottawa Knowledge Acquisition and Machine Learning Group - University of Ottawa- Research projects mainly focused on text: Intelligent Information Access, Text Summarization, Text Analysi… Machine Learning Group - University of Bristol Machine Learning Group - University of Bristol- Research on higher-order concept learning, inductive logic programming, multi-agent learning systems, integration of prior knowledg… Machine Learning Group - Stockholm University Machine Learning Group - Stockholm University- Research on inductive logic programming for natural language processing and for knowledge discovery in databases. Knowledge Acquisition & Machine Learning Lab - University of Bari Knowledge Acquisition & Machine Learning Lab - University of Bari- Research on symbolic and numerical approaches to machine learning, first order logic, intelligent document proce… Robot Learning Laboratory - CMU Robot Learning Laboratory - CMU- Research on Localization and Mapping, Partially Observable Markov Decision Processes, Computer Vision and Image Processing, Robot Architectures an… LISA - Adaptive Computer Systems Laboratory - Université de Montréal LISA - Adaptive Computer Systems Laboratory - Université de Montréal- Research on modeling high-dimensional data, learning hyper-parameters, boosting of neural networks, Markovian… The Auton Project The Auton Project- Research on Data Mining, Active Learning and Exploration, Reinforcement Learning for Decision and Control. Gatsby Computational Neuroscience Unit - University College London Gatsby Computational Neuroscience Unit - University College London- Research on neural computational theories of perception and action, with an emphasis on learning. Machine Learning Lab - The Hebrew University Machine Learning Lab - The Hebrew University- Research projects on learning in human-machine interaction, natural language interface to the WWW, statistical analysis of neurophysi… Machine Learning and Genetic Algorithms group - University of Turin Machine Learning and Genetic Algorithms group - University of Turin- Research on learning first-order classification rules, first-order concept descriptions, genetic algorithms, n… Learning Lab at CMU, School of Computer Science Learning Lab at CMU, School of Computer Science- Software systems that learn user preferences, Robot learning, text learning, generic learning methods. Machine learning and Neural Networks group - Universities of Florence, Pisa, and Siena Machine learning and Neural Networks group - Universities of Florence, Pisa, and Siena- Research on adaptive processing of data structures, document analysis and technologies, nat… Artificial Intelligence Research Laboratory - Iowa State University Artificial Intelligence Research Laboratory - Iowa State University- Research related to machine learning includes neural networks, automata induction, computational learning theo… Machine Learning Group - University of Waikato 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… Center for Automated Learning and Discovery - CMU 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 di… Computational Learning - Royal Holloway, University of London Computational Learning - Royal Holloway, University of London- Research on machine learning theory, kernel methods for text analysis, support vector machines, kernel theory. Intelligent Systems Division - NASA Intelligent Systems Division - NASA- Research projects on collective intelligence, surface modeling, autoclass, Bayesian search. Institute for Process Control and Robotics - University of Karlsruhe (Germany) Institute for Process Control and Robotics - University of Karlsruhe (Germany)- Research on Machine Learning in Robotics, Factory Automation, and Assistance Systems. Collective Agent-Based Systems research at Technical University of Delft Collective Agent-Based Systems research at Technical University of Delft- Research project on agent multi-agent coordination and planning. IMPACT: Interactive Maryland Platform IMPACT: Interactive Maryland Platform- A Multi-agent platform developed at University of Maryland.