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Katarzyna Filus
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2020 – today
- 2024
- [j10]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
SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. Autom. Softw. Eng. 31(2): 53 (2024) - [j9]Katarzyna Filus, Joanna Domanska:
Extracting coarse-grained classifiers from large Convolutional Neural Networks. Eng. Appl. Artif. Intell. 138: 109377 (2024) - [c11]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: 1-8 - 2023
- [j8]Katarzyna Filus
Software vulnerabilities in TensorFlow-based deep learning applications. Comput. Secur. 124: 102948 (2023) - [j7]Katarzyna Filus
Global Entropy Pooling layer for Convolutional Neural Networks. Neurocomputing 555: 126615 (2023) - [c10]Marzena Halama, Katarzyna Filus, Joanna Domanska:
Robust category recognition based on deep templates for educational mobile applications. IEEE Big Data 2023: 4786-4793 - [c9]Nur Kelesoglu
HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications. IEEE Big Data 2023: 4802-4811 - [c8]Katarzyna Filus, Joanna Domanska:
NetSat: Network Saturation Adversarial Attack. IEEE Big Data 2023: 5038-5047 - [c7]Lukasz Sobczak, Katarzyna Filus, Marzena Halama, Joanna Domanska:
Visual examination of relations between known classes for deep neural network classifiers. IEEE Big Data 2023: 5118-5126 - [c6]Katarzyna Filus, Joanna Domanska:
Recycling of generic ImageNet-trained models for smart-city applications. DSAA 2023: 1-10 - 2022
- [j6]Dariusz Marek
Adaptive Hurst-Sensitive Active Queue Management. Entropy 24(3): 418 (2022) - [j5]Lukasz Sobczak
Building a Real-Time Testing Platform for Unmanned Ground Vehicles with UDP Bridge. Sensors 22(21): 8493 (2022) - [c5]Katarzyna Filus, Lukasz Sobczak, Joanna Domanska, Adam Domanski, Rafal Cupek:
Real-time testing of vision-based systems for AGVs with ArUco markers. IEEE Big Data 2022: 6290-6298 - [c4]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: 981-986 - [c3]Katarzyna Filus
NAM: What Does a Neural Network See? IJCNN 2022: 1-8 - 2021
- [j4]Katarzyna Filus
Efficient Feature Selection for Static Analysis Vulnerability Prediction. Sensors 21(4): 1133 (2021) - [j3]Lukasz Sobczak
LiDAR Point Cloud Generation for SLAM Algorithm Evaluation. Sensors 21(10): 3313 (2021) - [j2]Jakub Szygula
Supervised Learning of Neural Networks for Active Queue Management in the Internet. Sensors 21(15): 4979 (2021) - 2020
- [j1]Katarzyna Filus
Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis. Entropy 22(10): 1159 (2020) - [c2]Katarzyna Filus
Random Neural Network for Lightweight Attack Detection in the IoT. MASCOTS (Revised Selected Papers) 2020: 79-91 - [c1]Katarzyna Filus
The Random Neural Network as a Bonding Model for Software Vulnerability Prediction. MASCOTS (Revised Selected Papers) 2020: 102-116
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