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EUSFLAT Research Groups


The following list gives an overview of research groups in which EUSFLAT members are active:

To submit a research group click here.

 

Austria

Institution Main Topics
Fuzzy Logic Laboratory Linz-Hagenberg (FLLL)
Johannes Kepler University, Linz, Austria
theory and applications of knowledge-based mathematical systems
Institute of Bioinformatics
Johannes Kepler University, Linz, Austria
machine learning in molecular diagnosis
Knowledge-Based Technology Area (KBT), Software Competence Center Hagenberg (SCCH), Austria theory and applications of fuzzy rule-based machine learning

 

Belgium

Institution Main Topics
Database, Document and Content Management Research Group
Ghent University, Ghent, Belgium
Big Data, Data quality, Data integration, Handling of imperfect information, Content based management of multimedia, Document management, Flexible querying and information retrieval, Crowd sourcing, Decision Support, Recommender Systems

 

Czech Republic

Institution Main Topics
Institute of Computer Science
Academy of Sciences of the Czech republic
Mathematical fuzzy logic - propositional and predicate calculi. Continuous t-norm based semantics, general semantics based on BL-algebras. Logical problems of completeness, (un)decidability, complexity. Basic fuzzy logic BL, Lukasiewicz, Gödel and product logic, other t-norm based logics.
Institute for Research and Applications of Fuzzy Modeling (IRAFM)
University of Ostrava, Czech Republic
fuzzy logic in narrow and broader sense with the stress to formal proving, formation of linguistically specified knowledge bases and control strategies, artificial and fuzzy neural networks, fuzzy mathematical programming, optimization using genetic algorithms and fuzzy automata

 

France

Institution Main Topics
LFI: Learning, Fuzzy and Intelligent systems
Paris, France
The LFI (Learning, Fuzzy and Intelligent Systems) team has been created on January 1st, 2014 from the "Machine Learning and Uncertainty" part of the MALIRE team of the LIP6 at University Pierre & Marie Curie (Paris 6).
The researches of the LFI team are concerned by the use of computational intelligence techniques, such as machine learning or fuzzy logic for the design of intelligent systems. In this setting, we develop both research for the design of new models or the extension of existing theoretical models to take into account gradual or imperfect knowledge, but also research in application domains such as multimedia, the Internet of Things...
Some keywords: Computational intelligence. Fuzzy Logic. Machine Learning. Knowledge and model of reasoning.

 

Germany

Institution Main Topics
Intelligent Fuzzy Computing Group
Rostock, Germany
We propose, with applications to environmental science, medicine, chemistry and drug design, a mathematical framework offering the possibilities of 1) the design of a fuzzy filter, based on different mathematical criteria, for filtering out the uncertainties from the modeling problem; 2) utilizing the data about uncertainties provided by the fuzzy filter for estimating the parameters of the random sources which produced uncertainties; 3) incorporating the statistical information about the random sources of uncertainties in the modeling of process behavior; 4) optimal prediction of process variables taking into account the uncertainties; 5) a mathematical analysis of the modeling approach with emphasis on stability, robustness, and steady-state error issues.

 

Hungary

Institution Main Topics
Engineering Applications of Soft Computing
Dept. of Process Engineering, University of Veszprem, Hungary
fuzzy model based process control and monitoring, fuzzy clustering and classification, incorporation of a priori knowledge in the identification of fuzzy systems, block-oriented modelling of dynamical systems, fuzzy clustering and its applications to chemometrics, generic model control (GMC) based on hybrid models.

 

The Netherlands

Institution Main Topics
Database group, University of Twente (UT)
Enschede, The Netherlands
probabilistic databases, probabilistic data integration, management of uncertainty in data, sensor data management, context-awareness, multimedia search, XML information retrieval, XML databases, security and privacy.

 

Spain

Institution Main Topics
Approximate Reasoning and Artificial Intelligence (ARAI) Research Group
University of Granada, Spain
environmental impact assessment using fuzzy techniques (fuzzy EIA), economy scheduling. intelligent systems for biodiversity management, biocomputing, data bases and artificial intelligence, neural networks, neural computing and applications, knowledge extration and fuzzy rule-based systems. evolutionary computing and bioinspired
División de Ingeniería de Sistemas y Automática (UPM-DISAM)
Universidad Politécnica de Madrid, Spain
control engineering, fuzzy control, robotics, computing vision, artificial intelligence
Intelligent DataBases and Information Systems (IdBIS) Research Group
University of Granada, Spain
The main working area of our group lies in the Information Systems, specially in the framework of the Databases, as well as the handling of imprecise information in such environments. The use of tools coming from the fields of Artificial Intelligence, Machine Learning and Soft Computing allow us the optimization of the handling, treatment, and extraction of information in such systems.
Intelligent Systems Group
University of Granada, Spain
The current research of the group is automatic modeling of knowledge, planning and intelligent management of processes and, autonomous robots and active vision. The basic techniques used are: fuzzy logic, neural networks, rule-based models, genetic algorithms, techniques, smart planning and scheduling, vision, among others.
Institut d'Investigació en Intel.ligència Artificial (IIIA)
Spanish Research Council, Bellaterra, Spain
fuzzy logic, approximate reasoning, similarity logic, many-valued logic, fuzzy measures and aggregation operators