From Networks to Circuits: A Structured Approach to AI Interpretability
Bianka S. Kowalska, Halina Kwaśnicka
Communications in computer and information science
Profil
Profesor zwyczajny
Halina Kwaśnicka, DSc, PhD, is a full Professor at the Department of Artificial Intelligence, the Faculty of Information and Communication Technology, Wroclaw University of Science and Technology, Poland. She graduated from the Faculty of Electronics at the Wrocław University of Science and Technology. She received PhD and DSc (habilitation in Poland) at the Faculty of Electronics. In 2009 she was nominated by the President of Poland as a full professor (the highest scientific title in Poland), the System Research Institute Polish Academy of Sciences conducted this procedure. She was a founder and the head (up to the end of 2020) of the Department of Artificial Intelligence. Between 2016 and 2020, she was a Head of Doctoral Studies at the Faculty of Computer Science and Management of the Wroclaw University of Technology. In the years 2004 – 2012, she was the deputy director for research at the Institute of Computer Science. Her research interests have evolved from nature-inspired methods through knowledge-based systems to machine learning and image interpretation. The last subjects are Object Hierarchy Generation and Explainable Artificial Intelligence. She is the author of over 200 scientific papers, four books and co-editor of two books (Springer). She gave several invited lectures. She was a patron of created in 2018 specialization Data Science (master study). She managed research projects on applying artificial intelligence methods in medicine and image analysis. She is active in international cooperation - she has participated in EU projects and managed the Polish-Singaporean research project. At the invitation of the Ministry of Digitization, as part of the AI-Tech project consortium, she began to create, together with the members of the Department of Artificial Intelligence, a new master’s degree study – on Artificial Intelligence. It was launched in February 2021. She is a member of the Program Council of this project. She was awarded as TOP of the TOP Women in AI 2022 by Perspektywy Women in Tech and received the “Distinguished Mentor in AI” award.
Professor – scientific title in Poland, in Computer Science (Artificial Intelligence)
Systems Research Institute Polish Academy of Sciences
Habilitation in Computer Sciencec
Faculty of Electronics, Wroclaw University of Science and Technology
PhD in Computer Sciencec
Institute of Engineering Cybernetics, Wroclaw University of Science and Technology
MsC in Computer Science
Institute of Engineering Cybernetics, Wroclaw University of Science and Technology
Bianka S. Kowalska, Halina Kwaśnicka
Communications in computer and information science
Halina Kwaśnicka, Ashwani Kumar Dubey, Alvaro Rocha, Lyudmila Mihaylova
Singapore : Springer Nature Singapore, cop. 2025.LXXXI, 406 s. (Lecture Notes in Electrical Engineering)
Bianka S. Kowalska, Hubert Baran, Daniil Hardzetski, Halina Kwaśnicka, Aleksandra S Marcinów, Małgorzata Biegańska
Architectus
Aleksandra S. Marcinów, Małgorzata Biegańska, Bianka S Kowalska, Hubert Baran, Daniil Hardzetski, Halina Kwaśnicka
Image annotation for machine learning applications. Architectus 2024 nr 3, s. 55-64.
Jan F. Jakubik, Halina Kwaśnicka
Proceedings of the Genetic and Evolutionary Computation Conference Companion
Halina Kwaśnicka, Kaleem Ahmad, Uwe Meier
2010 Proceedings of the 5th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, CROWNCom 2010
Marcin M. Komarnicki, Michał W Przewoźniczek, Halina Kwaśnicka, Krzysztof Walkowiak
IEEE Transactions on Evolutionary Computation 2023 vol. 27, nr 5, s. 1498-1513. [ Publikacja zarejestrowana jako preonline dn. 22.12.2022, rok zaliczenia 2022. Wersja ostateczna zarejestrowana 06.10.2023, rok zaliczenia 2023.]
Adam Piróg, Halina Kwaśnicka
Proceedings of the International Joint Conference on Neural Networks
Marcin M. Komarnicki, Halina Kwaśnicka, Michał W Przewoźniczek, Krzysztof Walkowiak
GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion
Halina Kwaśnicka, Kaleem Ahmad, Ganesh Shresta, Uwe Meier
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, ISWCS'10
Halina Kwaśnicka, Urszula Markowska-Kaczmar, Nikhil Jain, Chee Peng Lim, Lakhmi C Jain
Intelligent systems reference library
Halina Kwaśnicka, Tsvetan Ovedenski
Warszawa : Polskie Towarzystwo Informatyczne ; New York City : IEEE, 2021. s. 141-145.
Łukasz P. Olech, Michał Spytkowski, Halina Kwaśnicka, Zbigniew Michalewicz
Information Sciences
Halina Kwaśnicka, Adam Słowik
Neural Computing and Applications
Innowacje technologiczne w teorii i praktyce
Mariusz T. Paradowski, Michał Spytkowski, Halina Kwaśnicka
Pattern Analysis and Applications
Jan F. Jakubik, Halina Kwaśnicka
Complexity
Halina Kwaśnicka, Adam Słowik
IEEE Transactions on Industrial Informatics. 2018, vol. 14, nr 3, s. 1001-1003.
Halina Kwaśnicka, Adam Słowik
IEEE Transactions on Industrial Informatics
Urszula Markowska-Kaczmar, Halina Kwaśnicka
Intelligent Systems Reference Library
Wyświetlono 20 z 227