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
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Citations & Impact
All-time
Citations
409
H-index
10
i10-index
10
Publications
20
Co-authors
16
list available
Contact
Twitter
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GitHub
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Publications
1 items
How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation
2025
Cited
0
Resume (English only)
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
16 total
Co-author 1
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)
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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