Home

Mission statement

The research unit KERMIT (Knowledge-based Systems) adopts a holistic view on mathematical and computational modelling, acknowledging the needs of our modern information society with a particular focus on the applied biological sciences. It strives to keep a unique balance between theoretical developments and practical applications, a strategy that has proven particularly successful, regarding the output, visibility and recognitions of the team. It plays a pioneering role by promoting existing as well as developing new methods in a broad range of disciplines shown below.


Methodological expertise

KERMIT started out in 2000 with two men and a dog as a team in fuzzy set theory and preference modelling, and quickly expanded into the fields of artificial/computational intelligence and operations research. Over the years, it has evolved into a holistic team covering the entire data-to-decision pipeline. It provides methodological expertise in the following areas:

  • image processing and computer vision (e.g. mathematical morphology, filters)
  • knowledge-based systems (e.g. bioportals, ontologies)
  • dynamical modelling (e.g. differential equations, cellular automata, individual-based models)
  • data science and machine learning (e.g. time series prediction, structured prediction, deep learning, big data)
  • management of imprecision and uncertainty (e.g. probability, possibility and fuzzy set theory; stochastic modelling, theory of copulas)
  • optimization and operations research (e.g. preference modelling, multi-criteria decision making)

News

2018 National Award of the Academy of Sciences of Cuba

The 2018 National Award of the Academy of Sciences of Cuba in Natural and Exact Sciences has been jointly awarded to Prof. Dr. Carlos Pérez​ Morell (Universidad Central "Marta Abreu"' de Las Villas, Santa Clara, Cuba), Dr. Bac Nguyen Cong and Prof. Dr. Bernard De Baets for their work on Supervised distance metric learning for pattern recognition. The award ceremony took place on May 10 in La Havana Vieja, Cuba. This is a milestone in the longstanding Flanders-Cuba cooperation.

Premio Nacional

23/04/2019Bac Nguyen Cong, first Vietnamese PhD graduate of KERMIT
27/03/2019March brings two new PhD graduates
All KERMIT news

Publications

Most recent journal publications
(511) A validated expert-based habitat suitability assessment for Eagle Owls in Limburg, the Netherlands
S. Van Nieuland, J.M. Baetens, S. Vriens, R. Janssen and B. De Baets
(2019) EUROPEAN JOURNAL OF WILDLIFE RESEARCH. 65, 48.
(510) Two-dimensional affine continuous cellular automata solving the relaxed density classification problem
M. Dembowski, B. Wolnik, W. Bolt, J.M. Baetens and B. De Baets
(2019) JOURNAL OF CELLULAR AUTOMATA. 14, 191-212.
Biblio logo(509) Inter- and intra-field distribution of cereal leaf beetle species (Coleoptera: Chrysomelidae) in Belgian winter wheat​
E. Van de Vijver, S. Landschoot, M. Van Roie, F. Temmerman, J. Dillen, K. De Ceuleners, G. Smagghe, B. De Baets and G. Haesaert
(2019) ENVIRONMENTAL ENTOMOLOGY. 48, 276-283.
All KERMIT publications