Konsultacje:

środa 11-13 na platformie MS Teams - proszę o wcześniejsze umówienie terminu

Zainteresowania badawcze:

machine learning pattern recognition classifier ensemble data stream mining

Zaangażowany w projektach:

Informacja

Moja praca z Pawłem Zyblewskim otrzymała ICAISC 2021 best paper award (https://icaisc.eu/) - praca dostępna online Dynamic Ensemble Selection for imbalanced data stream classification with limited label access (https://link.springer.com/chapter/10.1007/978-3-030-87897-9_20)

O pracowniku

Fields of interest
  • machine learning,
  • data stream mining,
  • data stream classification, concept drift,
  • ensemble learning, classifier ensemble
  • inductive learning, data and web mining,
  • learning on distributed and streaming data
  • pattern classification,
  • imabalanced data classification,
  • pattern recognition with context
  • telemedicine and medical decision support

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

New publications
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.