See movie about Poland** https://youtu.be/YCelkqmkxMs

In 2019 we will organize conference on computer recogition systems CORES** http://cores.pwr.edu.pl/ - join us!

Fields of interest

• machine learning,
• data stream mining,
• data stream classification, concept drift,
• ensemble learning, classifier ensemble
• inductive learning, data and web mining,
• learning on distributed and streaming data
• pattern classification,
• imabalance data classification,
• classification with recognition with context
• telemedicine and medical decision support

Google Scholar profile
ORCID
ResearchGate profile
ResearchID profile
List of publication in DONA database - maintained by my University

New publications

1. Bartosz Krawczyk, Isaac Triguero Salvador García, Michał Woźniak, Francisco Herrera, Instance reduction for one-class classification, Knowledge and Information Systems
2. Bartosz Krawczyk, Mikel Galar, Michał Woźniak, Humberto Bustince, Francisco Herrera, Dynamic Ensemble Selection for Multi-Class Classification with One-Class Classifiers, Pattern Recognition 83 (2018) 34–51.
3. Pawe Ksieniewicz, Micha Woźniak, Bogusaw Cyganek, Andrzej Kasprzak, Krzysztof Walkowiak, Data Stream Classification using Active Learned Neural Networks, Neurocomputing (ACCEPTED)
4. Michał Koziarski, Bartosz Krawczyk, Michał Wożniak, Radial-Based Oversampling for Noisy Imbalanced Data Classification, Neurocomputing (ACCEPTED)
5. Bogusław Cyganek, Michał Wozniak, Extended Ensemble of Tensor Subspace Based Classifiers with Optimized Flattening Directions, Neurocomputing (ACCEPTED)
6. Andrzej Łapiński, Bartosz Krawczyk, Paweł Ksieniewicz, Michał Woźniak, Different Strategies of Concept Drift Detector Ensemble Forming - Experimental Study, WCCI 2018 (ACCEPTED)
7. Bartosz Krawczyk, Alberto Cano, Michał Woźniak, Selecting local ensembles for multi-class imbalanced data classification, WCCI 2018 (ACCEPTED)
8. Jakub Zgraja, Michał Woźniak, Drifted Data Stream Clustering Based on ClusTree Algorithm, HAIS 2018 (ACCEPTED)
9. Jose A. Saez, Hector Quintian, Bartosz Krawczyk, Michał Woźniak,Emilio Corchado, Multi-class imbalanced data oversampling for vertebral column pathologies classification, HAIS 2018 (ACCEPTED)
10. Barbara Bobowska, Michał Choraś, Michał Woźniak, Advanced Analysis of Data Streams for Critical Infrastructures Protection and Cybersecurity, Journal of Universal Computer Science (ACCEPTED)
11. Barbara Bobowska, Michał Woźniak, Experimental study on Modified Radial-Based Oversampling, SOCO 2018