Positions held

• Chair of the Department of Systems and Computer Networks
• Former chair of the Scientific Council of Information and Communication Technology (Wroclaw University of Science and Technology) (2021-2024)
• Member of the Scientific Council of the Institute of Computer Science PAS
• Board member of the Committee on Informatics of the Polish Academy of Sciences

Fields of interest

• machine learning and unlearning,
• pattern classification,
• data stream classification, concept drift,
• continual learning (life-long machine learning),
• ensemble learning, classifier ensemble
• inductive learning, data and web mining,
• learning from distributed and streaming data
• imbalanced data classification,

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

New publications

• M. Panek, I. Jablonski and M. Wozniak, Automatic Performance Assessment -- Step Toward Autonomous Mobile Network Management Systems, IEEE Communications Magazine, doi: 10.1109/MCOM.001.2400101 (OPEN ACCESS).
• Joanna Klikowska, Michał Woźniak, Using Multi-Objective Optimization to build non-Random Forest, Logic Journal of the IGPL, jzae110, https://doi.org/10.1093/jigpal/jzae110
• Radek Svoboda, Sebastián Basterrech, Jędrzej Kozal, Jan Platoš, Michał Woźniak,A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism - FREE ACCESS, Knowledge-Based Systems, Volume 304 , 25 November 2024, 112482.
• Duan, H., Jiang, Q., Jin, X., Xin Jin, Wozniak M., Zhao Y., Wu L, Yao S, Zhou W., Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection. Complex Intell. Syst. 11, 11 (2025). https://doi.org/10.1007/s40747-024-01634-6
• Jędrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michał Woźniak, Continual Learning with Weight Interpolation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 4187-4195 BEST PAPER AWARD FOR CLVISION CVPR WORKSHOP 2024
• Guorui Wang, Qian Jiang, Xin Jin, Michał Woźniak, Shaowen Yao, RTM-UAVDet: a real-time multimodal UAV detector, IEEE Transactions on Aerospace and Electronic Systems. 2024.
• Michał Koziarski, Michał Woźniak, Local neighborhood encodings for imbalanced data classification, Machine Laerning, 2024
• Huanyu Guo, Xin Jin, Qian Jiang, Michal Wozniak, Puming Wang, Shaowen Yao, DMF-net: a dual remote sensing image fusion network based on multi-scale convolutional dense connectivity with performance measure, IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1-15, 2024, Art no. 5013415, doi: 10.1109/TIM.2024.3370816.

MSc thesis topics

1. Fake news detection.
2. Video/image manipulation discovery.
3. Explainable AI/ML.
4. Data stream classification.
5. Learning from imbalanced data.