dr hab. inż. Joanna Domańska

Email: 

Orcid ID: 

0000-0002-1935-8358

Stanowisko: 

z-ca dyrektora
Zespół badawczy

Horizontal Tabs

Publikacje
Biblio RSS

In Press

1. Halama, M., K. Połys, and J. Domańska, "Speech-based analysis of aggression in social content: resistance of Large Language Models to signal degradation", 2025 IEEE International Conference on Big Data, 2025, In Press.
2. Sobczak, Ł., P. Biernacki, and J. Domańska, "Visual Encoding Method for Semantic Mapping with Federated Learning Concept", ACM MobiHoc 2025, In Press.

2025

3. Filus, K., and J. Domańska, "How CNNs and ViTs perceive similarities between categories", European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2025.
4. Filus, K., and J. Domańska, "What is the doggest dog? Examination of typicality perception in ImageNet-trained networks", Neural Networks, vol. 188, 2025.
5. Kelesoglu, N., Ł. Sobczak, P. Biernacki, J. Domańska, F. Ferrão, S. Mumtaz, and F. Tchuenbou-Magaia, Artificial Intelligence for Electronic-based Systems in Safety Applications, 02/2025.

2024

6. Filus, K., and J. Domańska, "Similarity-driven adversarial testing of neural networks", Knowledge-Based Systems, vol. 305, 12/2024.
7. Filus, K., J. Domańska, and J. Klamka, "Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters", 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, 2024.
8. Filus, K., and J. Domańska, "Extracting coarse-grained classifiers from large Convolutional Neural Networks", Engineering Applications of Artificial Intelligence, vol. 138, 12/2024.
9. Siavvas, M., D. Tsoukalas, C. Marantos, L. Papadopoulos, C. Lamprakos, O. Matei, C. Strydis, M. Ali Siddiqi, P. Chrobocinski, K. Filus, et al., "SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software", Automated Software Engineering, 2024.

2023

10. Filus, K., and J. Domańska, "Recycling of Generic ImageNet-trained Models for Smart-city Applications", The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA), Thessaloniki, Greece, IEEE, 2023.
11. Filus, K., and J. Domańska, "Software Vulnerabilities in TensorFlow-Based Deep Learning Applications", Computers & Security, vol. 124, 10/2022, 2023.
12. Filus, K., and J. Domańska, "Global Entropy Pooling Layer for Convolutional Neural Networks", Neurocomputing, vol. 555, 2023.
13. Kelesoglu, N., K. Filus, and J. Domańska, "HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications", 2023 IEEE International Conference on Big Data, Sorrento, Italy , IEEE, 01/2024, 2023.
14. Halama, M., K. Filus, and J. Domańska, "Robust category recognition based on deep templates for educational mobile applications", 2023 IEEE International Conference on Big Data, Sorrento, Italy, IEEE International Conference on Big Data, 01/2024, 2023.
15. Sobczak, Ł., K. Filus, M. Halama, and J. Domańska, "Visual examination of relations between known classes for deep neural network classifiers.", 2023 IEEE International Conference on Big Data, Sorrento, Italy, IEEE, 01/2024, 2023.
16. Filus, K., and J. Domańska, "NetSat: Network Saturation Adversarial Attack", IEEE International Conference on Big Data (IEEE BigData 2023), Sorrento, Italy, 2023.

2022

17. Marek, D., A. Domański, J. Domańska, J. Szyguła, T. Czachórski, J. Klamka, and K. Filus, "Approximation Models for the Evaluation of TCP/AQM Networks", Bulletin of the Polish Academy of Sciences, Technical Sciences (BPASTS), vol. 70, issue 4, 2022.
18. Marantos, C., M. Siavvas, D. Tsoukalas, C. P. Lamprakos, L. Papadopoulos, P. Boryszko, K. Filus, J. Domańska, A. Ampatzoglou, A. Chatzigeorgiou, et al., "SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications", 25th Design, Automation and Test in Europe Conference, Belgium, 03/2022.
19. Filus, K., S. Nowak, J. Domańska, and J. Duda, "Cost-Effective Filtering of Unreliable Proximity Detection Results Based on BLE RSSI and IMU Readings Using Smartphones", Scientific Reports, vol. 12, issue 1, 2022.
20. Marek, D., J. Szyguła, A. Domański, J. Domańska, K. Filus, and M. Szczygieł, "Adaptive Hurst-Sensitive Active Queue Management", Entropy, vol. 24, issue 3, 2022.
21. Filus, K., and J. Domańska, "NAM: What Does a Neural Network See?", International Joint Conference on Neural Networks (IJCNN 2022), IEEE WCCI 2022, Padova, 18-23 July, 2022, IEEE, 2022.
22. Sobczak, Ł., K. Filus, J. Domańska, and A. Domański, "Building a real-time testing platform for unmanned ground vehicles with UDP Bridge", Sensors, vol. 22, issue 21, 2022.
23. Filus, K., Ł. Sobczak, J. Domańska, A. Domański, and R. Cupek, "Real-time testing of vision-based systems for AGVs with ArUco markers", IEEE International Conference on Big Data, Osaka, 17-20 December, 2022, IEEE, 2022.
24. Sobczak, Ł., K. Filus, J. Domańska, and A. Domański, "Finding the best hardware configuration for 2D SLAM in indoor environments via simulation based on Google Cartographer", Scientific Reports, vol. 12, 2022.

2021

25. Filus, K., J. Domańska, and E. Gelenbe, "Random Neural Network for Lightweight Attack Detection in the IoT", MASCOTS 2020: Modelling, Analysis, and Simulation of Computer and Telecommunication Systems, vol. 12527: Springer International Publishing, pp. 79-91, 2021.  (336.06 KB)

Strony

Historia zmian

Data aktualizacji: 01/08/2023 - 12:42; autor zmian: Łukasz Zimny (lzimny@iitis.pl)