Bartosz Krawczyk |
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Department of Systems and Computer Networks, Wroclaw |
PhD Student |
Personal Web Site: |
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=610 |
Short Biography |
Bartosz Krawczyk received a BSc Engineering degree in Computer Science in 2011 and MSc degree with distinctions in 2012 from Wroclaw University of Technology, Poland. He was awarded as the best MSc graduate by the Rector of Wroclaw University of Technology. He is currently a PhD student in the Department of Systems and Computer Networks at the same university. His research is focused on machine learning, multiple classifier systems, one-class classifiers, class imbalance, and interdisciplinary applications of these methods. So far, he has published more than 55 papers in international journals and conferences. Mr Krawczyk is a chairman of Symposium Advances in Artificial Intelligence and Applications and a member of Student Editorial Board for Methods of Information in Medicine Journal. He already serves as a member of Program Committee for over 30 international conferences. More information on the official website: |
List of top 5 publications in the last 5 years |
Krawczyk B., Woźniak M. & Schaefer G., Cost-sensitive decision tree ensembles for effective imbalanced classification. Applied Soft Computing. doi: /10.1016/j.asoc.2013.08.014 Krawczyk B., Woźniak M., Diversity measures for one-class classifier ensembles. Neurocomputing. doi: 10.1016/j.neucom.2013.01.053 Filipczuk P., Krawczyk B. & Woźniak M., Classifier Ensemble for an Effective Cytological Image Analysis. Pattern Recognition Letters 2013, vol. 34, no. 14: 1748–1757. Szczurek A., Krawczyk B. & Maciejewska M., VOCs classification based on committee of classifiers coupled with single sensor signals. Chemometrics and Intelligent Laboratory Systems 2013, vol. 125: 1-10. Woźniak M., Krawczyk B., Combined Classifier Based On Feature Space Partitioning. Journal of Applied Mathematics and Computer Science 2012, vol. 22, no. 4: 855–866.
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List of top 5 academic activities during the last 5 years |
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