Scholar
Pawel Zyblewski
Google Scholar ID: Dd6q7lkAAAAJ
PhD, Wroclaw University of Science and Technology (Politechnika Wrocławska)
Machine Learning
Deep Learning
Classifier Ensemble
Data Stream Mining
Imbalanced Data
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
409
H-index
10
i10-index
10
Publications
20
Co-authors
16
list available
Contact
Twitter
Open ↗
GitHub
Open ↗
Publications
1 items
How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation
2025
Cited
0
Resume
Academic Achievements
2024: Secundus Program Award (based on publication points in 2024)
2024–2026: Appointed to Academia Iuvenum (Young Scholars Academy)
2022: Secundus Program Award (publication points in 2022)
2022: Rector’s Award for Scientific Achievements (2021/2022 academic year)
2022: Ministry of Education and Science Scholarship for Outstanding Young Researchers (17th edition)
2021: Polish Society of Artificial Intelligence (PSSI) Award for Best Polish Ph.D. Thesis in AI
2021: Secundus Program Award (publication points in 2021)
2021: Rector’s Award for Scientific Achievements (2020/2021 academic year)
2021: Best Paper Award at the 20th International Conference on Artificial Intelligence and Soft Computing (ICAISC)
2020: Secundus Program Award (publication points in 2020)
2020–May 2021: Primus Program Award for Outstanding Scientific Publications
2020: Rector’s Award for Scientific Achievements (2019/2020 academic year)
Key publication: 'Stream-learn — open-source Python library for difficult data stream batch analysis' (Neurocomputing, 2022)
Key publication: 'Fusion of linear base classifiers in geometric space' (Knowledge-Based Systems, 2021)
Key publication: 'Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams'
Research Experience
October 2018: Appointed as Assistant and began doctoral studies
March 2022: Promoted to Adjunct (Assistant Professor)
Involved in research projects: swarog, idstream, geom
2022: Research internship with Prof. Leandro L. Minku, University of Birmingham, UK
2019: Research internship with Prof. Robert Sabourin, École de technologie supérieure, Montreal, Canada
Co-authors
6 total
Michal Wozniak
Wroclaw University of Science and Technology (Politechnika Wrocławska)
Robert Sabourin
Professor emeritus @ École de technologie supérieure - LIVIA - REPARTI
Joanna Komorniczak
MSc, Wroclaw University of Science and Technology (Politechnika Wrocławska)
Jędrzej Kozal
Wrocław University of Science and Technology
Leandro Minku
Associate Professor, University of Birmingham
Szymon Wojciechowski
Wrocław University of Science and Technology (Politechnika Wrocławska)