Grants funded by Polish National Science Center

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“Bartosz Krawczyk recieved a PRELUDIUM grant from Polish National Science Center, with his proposal “Methods for combining one-class classifiers”. This project deals with the area of machine learning known as one-class classification, or learning in the absence of counterexamples. The main research directions will be developing novel methods for creating one-class classifier ensembles, selecting valuable members to the committee, using one-class learners for decomposition of multi-class problems and applying the proposed alghorithms to solving real-life problems from medical, enviromental and bioinformatics domains. The project is going to be realised in years 2014-2016.”