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Department of Artificial Intelligence
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Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 435

  1. Digital twins generated by artificial intelligence in personalized healthcare

    Aleksandra D Kawala-Sterniuk, Marian Łukaniszyn, Łukasz Majka, Barbara Grochowicz, Dariusz Mikołajewski

    Applied Sciences · 2024

  2. Review of the application of the most current sophisticated image processing methods for the skin cancer diagnostics purposes

    Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Maria Myslicka, Anna Bryniarska, Adam Sudoł, Michał Podpora, Rafal Gasz, Radek Martinek, Radana Vilimkova Kahankova, Dominik Vilimek, Dariusz Mikołajewski

    Archives of Dermatological Research · 2024

  3. Analysis of the new architectural dataset NeoFaçade and its potential in machine learning

    Bianka S. Kowalska, Hubert Baran, Daniil Hardzetski, Halina Kwaśnicka, Aleksandra S Marcinów, Małgorzata Biegańska

    Architectus · 2024

  4. Deep learning for cancer cell detection: do we need dedicated models?

    Michał P. Karol, Martin Tabakow, Urszula Markowska-Kaczmar, Łukasz Fuławka

    Artificial Intelligence Review · 2024

  5. Building a dataset of Wrocław’s historic tenements

    Aleksandra S. Marcinów, Małgorzata Biegańska, Bianka S Kowalska, Hubert Baran, Daniil Hardzetski, Halina Kwaśnicka

    Architectus · 2024

  6. Gradient Overdrive: aviding negative randomness effects in Stochastic Gradient Descent

    Urszula Markowska-Kaczmar, Filip Strzałka

    ACIIDS 2024 · 2024

  7. Incremental recursive ranking grouping for large scale global optimization

    Marcin M. Komarnicki, Michał W Przewoźniczek, Halina Kwaśnicka, Krzysztof Walkowiak

    IEEE Transactions on Evolutionary Computation · 2023

  8. Synthetic data generation for morphological analyses of histopathology images with deep learning models

    Martin Tabakow, Krzysztof J Galus, Artur Zawisza, Adam Chłopowiec, Adrian Chłopowiec, Konrad Karanowski

    Vietnam Journal of Computer Science · 2023

  9. Initial study on an expert system for spine diseases screening using inertial measurement unit

    Mariusz Pelc, Radana Kahánková, Monika Błaszczyszyn, Dariusz Mikołajewski, Mariusz Konieczny, Volodymir Khoma, Gregor Bara, Jarosław Zygarlicki, Radek Martínek, Munish Kumar Gupta, Edward Jacek Gorzelańczyk, Mateusz Pawłowski, Bogdan Czapiga, Małgorzata Zygarlicka, Aleksandra Kawala‐Sterniuk

    Scientific Reports · 2023

  10. Incremental recursive ranking grouping - a decomposition strategy for additively and nonadditively separable problems

    Marcin M. Komarnicki, Halina Kwaśnicka, Michał W Przewoźniczek, Krzysztof Walkowiak

    GECCO’23 Companion · 2023

  11. An overview of few-shot learning methods in analysis of histopathological images

    Joanna I. Szołomicka, Urszula Markowska-Kaczmar

    Advances in smart healthcare paradigms and applications · 2023

  12. Advances in smart healthcare paradigms and applications : outstanding women in healthcare

    Halina Kwaśnicka, Urszula Markowska-Kaczmar, Nikhil Jain, Chee Peng Lim, Lakhmi C Jain

    Intelligent Systems Reference Library · 2023

  13. Implementation of artificial intelligence and machine learning-based methods in brain–computer interaction

    Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Katerina Barnova, Martina Mikolasova, Radana Vilimkova Kahankova, Rene Jaros, Václav Snášel, Seyedali Mirjalili, Radek Martinek

    Computers in Biology and Medicine · 2023

  14. Snapshot Spectral Clustering - a costless approach to deep clustering ensembles generation

    Adam Piróg, Halina Kwaśnicka

    2023

  15. Counteracting data bias and class imbalance—towards a useful and reliable retinal disease recognition system

    Adam Chłopowiec, Konrad Karanowski, Mateusz Grzesiuk, Adrian Chłopowiec, Martin Tabakow, Tomasz Skrzypczak

    Diagnostics · 2023

  16. A novel classification method using the Takagi–Sugeno model and a type-2 fuzzy rule induction approach

    Martin Tabakow, Adrian Chłopowiec, Adam Chłopowiec

    Applied Sciences · 2023

  17. MultiAspectEmo: multilingual and language-agnostic aspect-based sentiment analysis

    Joanna I. Szołomicka, Jan Kocoń

    22nd IEEE International Conference on Data Mining Workshops (ICDMW), 28 November - 1 December 2022, Orlando, Florida · 2022

  18. Patent

    Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Jarosław Zygarlicki, Natalia Browarska

    2022

  19. Multifunctional modified chitosan biopolymers for dual applications in biomedical and industrial field: Synthesis and evaluation of thermal, chemical, morphological, structural, in vitro drug-release rate, swelling and metal uptake studies

    Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Lalita Chopra, Jasgurpreet Singh Chohan, Shubham Sharma

    Sensors · 2022

  20. Multi-model analysis of language-agnostic sentiment classification on MultiEmo data

    Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń

    ICCCI 2022 · 2022