Prof. Piotr Kulczycki

Polish Academy of Sciences, Poland

Emails: [email protected]

Qualifications

1991  Ph.D, University of Science and Technology, Poland

1987  M.Sc., Jagiellonian University, Poland

1983  M.Sc., University of Science and Technology, Poland

Publications (Selected)

1. Kulczycki, P., Franus, K., & Charytanowicz, M. (2024). A quality index for detection of atypical elements (outliers). International Journal of Applied Mathematics and Computer Science, 34(3), 439-451.
2. Charytanowicz, M., Kowalski, P. A., Łukasik, S., Kulczycki, P., & Czachor, H. (2022, July). Deep learning for porous media classification based on micro-ct images. In 2022 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE.
3. Charytanowicz, M., Perzanowski, K., Januszczak, M., Wołoszyn-Gałęza, A., & Kulczycki, P. (2022). Habitat suitability for wisents in the Carpathians–a model based on presence only data. Ecological Informatics, 69, 101626.
4. Gołaszewski, G., Kulczycki, P., Szumlak, T., & Łukasik, S. (2021, June). Reconstruction of Long-Lived Particles in LHCb CERN Project by Data Analysis and Computational Intelligence Methods. In International Conference on Computational Science (pp. 293-300). Cham: Springer International Publishing.
5. Kulczycki, P., & Franus, K. (2021). Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. Information Sciences, 560, 504-527.
6. Kulczycki, P., & Franus, K. (2020, November). Outlier Detection, Clustering, and Classification–Methodologically Unified Procedures for Conditional Approach. In International Conference on Computational Collective Intelligence (pp. 328-340). Cham: Springer International Publishing.
7. Charytanowicz, M., Perzanowski, K., Januszczak, M., Wołoszyn-Gałęza, A., & Kulczycki, P. (2020). Application of complete gradient clustering algorithm for analysis of wildlife spatial distribution. Ecological Indicators, 113, 106216.
8. Kowalski, P. A., Łukasik, S., Charytanowicz, M., & Kulczycki, P. (2018, July). Optimizing clustering with cuttlefish algorithm. In Conference on Information Technology, Systems Research and Computational Physics (pp. 34-43). Cham: Springer International Publishing.
9. Kulczycki, P., & Kruszewski, D. (2019, March). Detection of rare elements in investigation of medical problems. In Asian Conference on Intelligent Information and Database Systems (pp. 257-268). Cham: Springer International Publishing.
10. Kowalski, P. A., Kamiński, J., Łukasik, S., Świebocka-Wiȩk, J., Gołuńska, D., Tarasiuk, J., & Kulczycki, P. (2018). Application of the flower pollination algorithm in the analysis of micro-CT scans. Trends in mathematics and computational intelligence, 1-9.
11. Kulczycki, P., Charytanowicz, M., Kowalski, P. A., & Łukasik, S. (2018). Identification of atypical (rare) elements—a conditional, distribution-free approach. IMA Journal of Mathematical Control and Information, 35(3), 923-937.
12. Kulczycki, P., & Kruszewski, D. (2017). Identification of atypical elements by transforming task to supervised form with fuzzy and intuitionistic fuzzy evaluations. Applied Soft Computing, 60, 623-633.

Profile Details

WoS ResearcherID: A-2132-2017
https://orcid.org/0000-0001-8641-8886

https://www.ibspan.waw.pl/~kulpi/index_en.php

https://scholar.google.com.hk/citations?hl=zh-CN&user=UcaDXE4AAAAJ

https://www.researchgate.net/profile/Piotr-Kulczycki