Prof. Joanna Kolodziej

Research interests: artificial intelligence, cybersecurity, modeling and simulation, clouds and computing clusters

Joanna Kolodziej is a professor at NASK-PIB. She serves as chair of the Polish section of IEEE CIS and represents NASK in KIS10. Her main areas of interest include cloud computing, data sciences, and artificial intelligence methods (incl. machine learning). Prof. Kolodziej has authored and co-authored more than 200 scientific papers in the discipline of Technical Informatics and Telecommunications, leads international research projects (GUARD and Digital4Security in recent years), actively participates in scientific conferences (Programme and Area Chair of conferences of A+ and A rank, most recently Supercomputing Conference (SC18-SC23)), and engages in the editorial board of top journals in the world, such as ACM Computing Surveys. Prof. Kolodziej is a mentor and scientific supervisor for young researchers and PhD students and is a grant evaluator for national and international programs (NCN, NCBiR, Horizon Europe, Digital Europe, ERC).

joanna.kolodziej@nask.pl(+48) 539-530-863

Selected Publications

Articles

George-Mircea Grosu, Silvia-Elena Nistor, Radu-Ioan Ciobanu, Joanna Kołodziej, Florin Pop, "Computation Augmentation Techniques for Computing Continuum", 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), CCGridW 2024, 2024, 136-143.
See publication
Mateusz Krzysztoń, Bartosz Bok, Paweł Żakieta, Joanna Kołodziej, "Evasion attacks on ML in domains with nonlinear constraints", 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), CCGridW 2024, 2024, 112-119.
See publication
Yufeng Xiao, Yingzi Huo, Cai Jiahong, Yinyan Gong, Wei Liang, Joanna Kołodziej, "ERF-XGB: An Edge-IoT-Based Explainable Model for Predictive Maintenance", IEEE Transactions on Consumer Electronics, vol. 70, no. 1, Feb. 2024, 4016-4025.
See publication
Piotr Szuster, Joanna Kołodziej, "Convective cells algorithm for storm data tracking", Communications of the ECMS, ECMS 2023, 37th Proceedings, 37(1), 2023,
See publication
Joanna Kołodziej, Mateusz Krzysztoń, Paweł Szynkiewicz, "Anomaly Detection in TCP/IP Networks", Communications of the ECMS, ECMS 2023, 37th Proceedings, Volume 37, Issue 1, 2023,
See publication

Books

Joanna Kołodziej, Matteo Repetto, Armend Duzha, eds., "Cybersecurity of Digital Service Chains. Challenges, Methodologies, and Tools", Switzerland: Springer Cham, volume 13300, 2022, XI, 257.
See publication