Recommender Systems

Machine Learning for Temporal Data Mining

Evolutionary Algorithms

PhD Theses Supervised:

"Proactive Evolutionary Algorithms for Dynamic Optimization Problems", Patryk Filipiak, defended in 2016

"Neighbor Embedding in Feature Selection and Multipoint Extensions", Adrian Łańcucki, defended in 2018

Computational Intelligence with Vector Source Code Representations, Michał Kowalczykiewicz, since 2018

Models with Hidden Discrete Markov Dynamics, Mikołaj Słupiński, since 2019

3D Data Modeling with Deep Learning Methods, Michal Stypułkowski, since 2021 (co-supervisor: dr. hab. M. Zięba)

Radosław Miernik, since 2021 (co-supervisor: dr. J. Kowalski)

Explainable Machine Learning and Deep Learning, Shamkhal Hajiyev, since 2021 (co-supervisor: dr. M. Adamczyk)

Daniel Górski, since 2022 (co-supervisor: dr. J. Kowalski)