Katarzyna Filus

2022

• Marantos C.; Siavvas M.; Tsoukalas D.; Lamprakos C.; Papadopoulos L.; Boryszko P.; Filus K.; Domańska J.; Ampatzoglou A.; Chatzigeorgiou A.; Gelenbe E.; Kehagias D.; Soudris D.; SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications; 25th Design, Automation and Test in Europe Conference; 2022

2021

• Szyguła J.; Domański A.; Domańska J.; Marek D.; Filus K.; Mendla S.; Supervised learning of Neural Networks for Active Queue Management in the Internet; Sensors; 2021
• Sobczak Ł.; Filus K.; Domański A.; Domańska J.; LIDAR Point Cloud generation for SLAM algorithm evaluation; Sensors; 2021
• Filus K.; Boryszko P.; Domańska J.; Siavvas M.; Gelenbe E.; Efficient Feature Selection for Static Analysis Vulnerability Prediction; Sensors; 2021
• Filus K.; Domańska J.; Gelenbe E.; Random Neural Network for Lightweight Attack Detection in the IoT; MASCOTS 2020: Modelling, Analysis, and Simulation of Computer and Telecommunication Systems; 2021
• Filus K.; Siavvas M.; Domańska J.; Gelenbe E.; The Random Neural Network as a Bonding Model for Software Vulnerability Prediction; Modelling, Analysis, and Simulation of Computer and Telecommunication Systems; 2021

2020

• Filus K.; Domański A.; Domańska J.; Marek D.; Szyguła J.; Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis; Entropy; 2020
• Domański A.; Domańska J.; Filus K.; Szyguła J.; Czachórski T.; The self-similar markovian sources; Applied Sciences; 2020

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