dr inż. Katarzyna Filus

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Orcid ID: 

0000-0003-1303-9230

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adiunkt
Zespół badawczy

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104

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Publikacje
Biblio RSS

Submitted

1. Filus, K., and M. Żarski, "Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning", arXiv preprint, Submitted.
2. Filus, K., M. Romaszewski, and M. Żarski, "Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities", arXiv preprint, Submitted.

2025

3. Filus, K., and J. Domańska, "What is the doggest dog? Examination of typicality perception in ImageNet-trained networks", Neural Networks, vol. 188, 2025.

2024

4. Machado-Guillen, G. de Jesus, J. M. Cruz-Duarte, S. E. Conant-Pablos, and K. Filus, "Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey", IEEE Congress on Evolutionary Computation, 2024.
5. 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.
6. Pokuciński, S., K. Filus, and D. Mrozek, "Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection", International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, 2024.
7. Filus, K., and J. Domańska, "Extracting coarse-grained classifiers from large Convolutional Neural Networks", Engineering Applications of Artificial Intelligence, vol. 138, 12/2024.
8. 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.
9. Filus, K., and J. Domańska, "Similarity-driven adversarial testing of neural networks", Knowledge-Based Systems, vol. 305, 12/2024.

2023

10. 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.
11. Filus, K., and J. Domańska, "NetSat: Network Saturation Adversarial Attack", IEEE International Conference on Big Data (IEEE BigData 2023), Sorrento, Italy, 2023.
12. Filus, K., and J. Domańska, "Software Vulnerabilities in TensorFlow-Based Deep Learning Applications", Computers & Security, vol. 124, 10/2022, 2023.
13. 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.
14. 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.
15. 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.
16. Filus, K., and J. Domańska, "Global Entropy Pooling Layer for Convolutional Neural Networks", Neurocomputing, vol. 555, 2023.

2022

17. 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.
18. 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.
19. 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.
20. 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.
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. 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.
23. 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.
24. 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.

2021

25. Szyguła, J., A. Domański, J. Domańska, D. Marek, K. Filus, and S. Mendla, "Supervised learning of Neural Networks for Active Queue Management in the Internet", Sensors, vol. 21(15), issue Special Issue "Mathematical Modelling and Analysis in Sensors Networks", 2021.

Strony

Historia zmian

Data aktualizacji: 08/05/2025 - 12:46; autor zmian: Katarzyna Filus (kfilus@iitis.pl)