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Data science concerns extracting knowledge from data. Our research focuses on the development of machine learning methods and the knowledge extraction from complex data (eg. images, databases, etc.).
- to study and develop knowledge extraction methods,
- to apply these methods to the analysis of complex data such as spatio-temporal data, databases or digital images.
Our research focuses on
- data mining, eg. change of contexts and complex data representation,
- machine learning, in particular collaborative clustering and complex aggregates.