Scholar
Michal Wozniak
Google Scholar ID: xja9IUgAAAAJ
Wroclaw University of Science and Technology (Politechnika Wrocławska)
Citations & Impact
Citations
6,100
H-index
33
i10-index
82
Publications
20
Co-authors
96
list available
Publications
Resume
Academic Achievements
- - Recent publications:
- - What is the role of memorization in Continual Learning?
- - Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment
- - Automatic Performance Assessment -- Step Toward Autonomous Mobile Network Management Systems
- - Using Multi-Objective Optimization to build non-Random Forest
- - A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism
- - Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection
- - Continual Learning with Weight Interpolation
- - RTM-UAVDet: a real-time multimodal UAV detector
- - Local neighborhood encodings for imbalanced data classification
- - Awards:
- - BEST PAPER AWARD FOR CLVISION CVPR WORKSHOP 2024
Research Experience
- - Project leader:
- - lmlds (2021-2024)
- - moo (2020-2025)
- - idstream (2018-2022)
- - id (2016-2020)
- - ds (2014-2017)
- - Involved in projects:
- - swarog
- - eon
- - Positions held:
- - Chair of the Department of Systems and Computer Networks
- - Editor-in-Chief of Pattern Analysis and Applications (Springer)
- - 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
- - Former chair of the Scientific Council of Information and Communication Technology (Wroclaw University of Science and Technology) (2021-2024)
Background
- Research interests include machine learning, pattern recognition, classifier ensemble, and data stream mining.
Miscellany
- Personal interests and hobbies not mentioned
