Katarzyna Filus

30 papers A 1B 10Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning. CoRR Katarzyna Filus, Mateusz Zarski
2025	—	`conf`	How CNNs and ViTs Perceive Similarities Between Categories. ECML/PKDD (4) Katarzyna Filus, Joanna Domanska
2025	J	`jnl`	SPHEREA: Synthetic dataset generation for equirectangular panoramas of home environments. Knowl. Based Syst. Katarzyna Filus, Sebastian Pokucinski
2025	J	`jnl`	Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities. CoRR Katarzyna Filus, Michal Romaszewski, Mateusz Zarski
2025	J	`jnl`	Semantically Guided Adversarial Testing of Vision Models Using Language Models. CoRR Katarzyna Filus, Jorge M. Cruz-Duarte
2025	J	`jnl`	What is the doggest dog? Examination of typicality perception in ImageNet-trained networks. Neural Networks Katarzyna Filus, Joanna Domanska
2024	B	`conf`	Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters. MASCOTS Katarzyna Filus, Joanna Domanska, Jerzy Klamka
2024	J	`jnl`	Extracting coarse-grained classifiers from large Convolutional Neural Networks. Eng. Appl. Artif. Intell. Katarzyna Filus, Joanna Domanska
2024	B	`conf`	Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection. KES Sebastian Pokucinski, Katarzyna Filus, Dariusz Mrozek
2024	B	`conf`	Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey. CEC Gustavo de Jesús Machado-Guillén, Jorge M. Cruz-Duarte, Santiago E. Conant-Pablos, Katarzyna Filus
2024	J	`jnl`	SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. Autom. Softw. Eng. Miltiadis G. Siavvas, Dimitrios Tsoukalas, Charalambos Marantos, Lazaros Papadopoulos, Christos P. Lamprakos, Oliviu Matei, Christos Strydis, Muhammad Ali Siddiqi, Philippe Chrobocinski, Katarzyna Filus, Joanna Domanska, Paris Avgeriou, Apostolos Ampatzoglou, Dimitrios Soudris, Alexander Chatzigeorgiou, Erol Gelenbe, Dionisis D. Kehagias, Dimitrios Tzovaras
2024	J	`jnl`	Similarity-driven adversarial testing of neural networks. Knowl. Based Syst. Katarzyna Filus, Joanna Domanska
2023	J	`jnl`	Global Entropy Pooling layer for Convolutional Neural Networks. Neurocomputing Katarzyna Filus, Joanna Domanska
2023	B	`conf`	HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications. IEEE Big Data Nur Kelesoglu, Katarzyna Filus, Joanna Domanska
2023	B	`conf`	NetSat: Network Saturation Adversarial Attack. IEEE Big Data Katarzyna Filus, Joanna Domanska
2023	B	`conf`	Recycling of generic ImageNet-trained models for smart-city applications. DSAA Katarzyna Filus, Joanna Domanska
2023	B	`conf`	Robust category recognition based on deep templates for educational mobile applications. IEEE Big Data Marzena Halama, Katarzyna Filus, Joanna Domanska
2023	J	`jnl`	Software vulnerabilities in TensorFlow-based deep learning applications. Comput. Secur. Katarzyna Filus, Joanna Domanska
2023	B	`conf`	Visual examination of relations between known classes for deep neural network classifiers. IEEE Big Data Lukasz Sobczak, Katarzyna Filus, Marzena Halama, Joanna Domanska
2022	J	`jnl`	Adaptive Hurst-Sensitive Active Queue Management. Entropy Dariusz Marek, Jakub Szygula, Adam Domanski, Joanna Domanska, Katarzyna Filus, Marta Szczygiel
2022	J	`jnl`	Building a Real-Time Testing Platform for Unmanned Ground Vehicles with UDP Bridge. Sensors Lukasz Sobczak, Katarzyna Filus, Joanna Domanska, Adam Domanski
2022	B	`conf`	NAM: What Does a Neural Network See? IJCNN Katarzyna Filus, Joanna Domanska
2022	B	`conf`	Real-time testing of vision-based systems for AGVs with ArUco markers. IEEE Big Data Katarzyna Filus, Lukasz Sobczak, Joanna Domanska, Adam Domanski, Rafal Cupek
2022	A	`conf`	SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications. DATE Charalampos Marantos, Miltiadis G. Siavvas, Dimitrios Tsoukalas, Christos P. Lamprakos, Lazaros Papadopoulos, Pawel Boryszko, Katarzyna Filus, Joanna Domanska, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Erol Gelenbe, Dionisis D. Kehagias, Dimitrios Soudris
2021	J	`jnl`	Efficient Feature Selection for Static Analysis Vulnerability Prediction. Sensors Katarzyna Filus, Pawel Boryszko, Joanna Domanska, Miltiadis G. Siavvas, Erol Gelenbe
2021	J	`jnl`	LiDAR Point Cloud Generation for SLAM Algorithm Evaluation. Sensors Lukasz Sobczak, Katarzyna Filus, Adam Domanski, Joanna Domanska
2021	J	`jnl`	Supervised Learning of Neural Networks for Active Queue Management in the Internet. Sensors Jakub Szygula, Adam Domanski, Joanna Domanska, Dariusz Marek, Katarzyna Filus, Szymon Mendla
2020	J	`jnl`	Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis. Entropy Katarzyna Filus, Adam Domanski, Joanna Domanska, Dariusz Marek, Jakub Szygula
2020	—	`conf`	Random Neural Network for Lightweight Attack Detection in the IoT. MASCOTS (Revised Selected Papers) Katarzyna Filus, Joanna Domanska, Erol Gelenbe
2020	—	`conf`	The Random Neural Network as a Bonding Model for Software Vulnerability Prediction. MASCOTS (Revised Selected Papers) Katarzyna Filus, Miltiadis G. Siavvas, Joanna Domanska, Erol Gelenbe