Abstract:
The goal of the project is to establish the research cooperation between the mutually complementary Taiwan and Czech research teams. The research is oriented to the development and verification of a new data mining technique based on probabilistic compositional models, the theory of which was developed by the Czech partner in the last decade. For this purpose, a new semi-supervised web application will be jointly designed and developed. This software system will enable researchers to design probabilistic models. Thanks to the web architecture of the system, the researchers will always have a possibility to supervise the data mining process from any place of the world.
Thus, the cooperation will be beneficial to both partners in the following way: The Taiwan team will acquire a new modern technique of data mining, and the Czech team seizes the opportunity to promote compositional models on a broader international forum, and to prove its applicability to practical problems.