mgr Szymon Janusz

Jednostki:

  • Wydział Matematyki i Informatyki UJ
  • Instytut Informatyki i Matematyki Komputerowej

Publikacje:

6.
Piotr Borycki, Magdalena Trędowicz, Szymon Janusz, Jacek Tabor, Przemysław Spurek, Arkadiusz Lewicki, Łukasz Struski
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes Authors Piotr Borycki, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 40(21) (2026), 17366-17373
5.
Michał Markiewicz, Szymon Janusz, Ireneusz Brzozowski
Non-uniform spiking touch sensor for classification of movement patterns using neural networks, Expert Systems with Applications vol. 295 (2026), 128866
4.
Magdalena Trędowicz, Marcin Mazur, Szymon Janusz, Arkadiusz Lewicki, Jacek Tabor, Łukasz Struski
PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification, European Conference on Artificial Intelligence [ECAI](MAIN) vol. 413: ECAI 2025 (2025), 411-418
3.
Michał Markiewicz, Ireneusz Brzozowski, Szymon Janusz
Spiking Neural Network Pressure Sensor, Neural Computation vol. Volume 36, Issue 11 (2024), 2299–2321
2.
Łukasz Struski, Szymon Janusz, Jacek Tabor, Michał Markiewicz, Arkadiusz Lewicki
Multiple instance learning for medical image classification based on instance importance, Biomedical Signal Processing and Control vol. 91 (2024), 105874
1.
Michał Markiewicz, Aleksander Skała, Jakub Grela, Szymon Janusz, Tadeusz Stasiak, Dominik Latoń, Andrzej Bielecki, Katarzyna Bańczyk
The Architecture for Testing Central Heating Control Algorithms with Feedback from Wireless Temperature Sensors , Energies vol. 16, Special Issue: Performance Evaluation, Thermal Comfort and Energy Efficiency in Buildings (2023), 5584