Pawel Zyblewski
Scholar

Pawel Zyblewski

Google Scholar ID: Dd6q7lkAAAAJ
PhD, Wroclaw University of Science and Technology (Politechnika Wrocławska)
Machine LearningDeep LearningClassifier EnsembleData Stream MiningImbalanced Data
Citations & Impact
All-time
Citations
409
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
16
list available
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