Katarzyna Filus

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Active Queue Management

Ground Vehicles

Top Venues

MASCOTS (Revised Selected Papers)

Publications

Gustavo de Jesús Machado-Guillén, Jorge M. Cruz-Duarte, Santiago E. Conant-Pablos, Katarzyna Filus
Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey. CEC (2024)
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
SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. Autom. Softw. Eng. 31 (2) (2024)
Katarzyna Filus, Joanna Domanska
Global Entropy Pooling layer for Convolutional Neural Networks. Neurocomputing 555 (2023)
Lukasz Sobczak, Katarzyna Filus, Marzena Halama, Joanna Domanska
Visual examination of relations between known classes for deep neural network classifiers. BigData (2023)
Katarzyna Filus, Joanna Domanska
Recycling of generic ImageNet-trained models for smart-city applications. DSAA (2023)
Katarzyna Filus, Joanna Domanska
Software vulnerabilities in TensorFlow-based deep learning applications. Comput. Secur. 124 (2023)
Marzena Halama, Katarzyna Filus, Joanna Domanska
Robust category recognition based on deep templates for educational mobile applications. BigData (2023)
Nur Kelesoglu, Katarzyna Filus, Joanna Domanska
HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications. BigData (2023)
Katarzyna Filus, Joanna Domanska
NetSat: Network Saturation Adversarial Attack. BigData (2023)
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
SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications. DATE (2022)
Dariusz Marek, Jakub Szygula, Adam Domanski, Joanna Domanska, Katarzyna Filus, Marta Szczygiel
Adaptive Hurst-Sensitive Active Queue Management. Entropy 24 (3) (2022)
Katarzyna Filus, Joanna Domanska
NAM: What Does a Neural Network See? IJCNN (2022)
Lukasz Sobczak, Katarzyna Filus, Joanna Domanska, Adam Domanski
Building a Real-Time Testing Platform for Unmanned Ground Vehicles with UDP Bridge. Sensors 22 (21) (2022)
Katarzyna Filus, Lukasz Sobczak, Joanna Domanska, Adam Domanski, Rafal Cupek
Real-time testing of vision-based systems for AGVs with ArUco markers. Big Data (2022)
Katarzyna Filus, Pawel Boryszko, Joanna Domanska, Miltiadis G. Siavvas, Erol Gelenbe
Efficient Feature Selection for Static Analysis Vulnerability Prediction. Sensors 21 (4) (2021)
Jakub Szygula, Adam Domanski, Joanna Domanska, Dariusz Marek, Katarzyna Filus, Szymon Mendla
Supervised Learning of Neural Networks for Active Queue Management in the Internet. Sensors 21 (15) (2021)
Lukasz Sobczak, Katarzyna Filus, Adam Domanski, Joanna Domanska
LiDAR Point Cloud Generation for SLAM Algorithm Evaluation. Sensors 21 (10) (2021)
Katarzyna Filus, Adam Domanski, Joanna Domanska, Dariusz Marek, Jakub Szygula
Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis. Entropy 22 (10) (2020)
Katarzyna Filus, Miltiadis G. Siavvas, Joanna Domanska, Erol Gelenbe
The Random Neural Network as a Bonding Model for Software Vulnerability Prediction. MASCOTS (Revised Selected Papers) (2020)
Katarzyna Filus, Joanna Domanska, Erol Gelenbe
Random Neural Network for Lightweight Attack Detection in the IoT. MASCOTS (Revised Selected Papers) (2020)