Jakub Silka

24 papers B 2C 1Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems.
ICAART (5)
Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka
2025 J jnl
Automated Test Generation Using Large Language Models.
Data
Marcin Andrzejewski, Nina Dubicka, Jedrzej Podolak, Marek Kowal, Jakub Silka
2025 B conf
Custom Sequential Neural Network for Inverse Kinematic Regression.
IJCNN
Jakub Silka, Michal Wieczorek
2025 — conf
One Shot, Few Perspectives: Ensemble Learning for Image Segmentation.
ICAISC (2)
Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos
2025 B conf
One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application.
IJCNN
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos
2024 — conf
Swarm Optimization for Enhanced Random Forest-Based IoT Security.
ICAISC (3)
Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak
2024 — conf
Transformer Based Semantic Segmentation Network for Medical Imaging Application.
ICAISC (2)
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak
2023 J jnl
BiLSTM deep neural network model for imbalanced medical data of IoT systems.
Future Gener. Comput. Syst.
Marcin Wozniak, Michal Wieczorek, Jakub Silka
2023 J jnl
Deep neural network correlation learning mechanism for CT brain tumor detection.
Neural Comput. Appl.
Marcin Wozniak, Jakub Silka, Michal Wieczorek
2023 J jnl
Malaria Detection Using Advanced Deep Learning Architecture.
Sensors
Wojciech Silka, Michal Wieczorek, Jakub Silka, Marcin Wozniak
2023 — conf
Semantic Segmentation Neural Network in Automatic Weapon Detection.
ICAISC (2)
Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak
2022 — conf
BiLSTM Deep Learning Model for Heart Problems Detection.
ICAISC (1)
Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak
2022 J jnl
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management.
IEEE Trans. Intell. Transp. Syst.
Qiao Ke, Jakub Silka, Michal Wieczorek, Zongwen Bai, Marcin Wozniak
2022 — conf
Deep neural network with transfer learning in remote object detection from drone.
DroneCom@MobiCom
Marcin Wozniak, Michal Wieczorek, Jakub Silka
2022 J jnl
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations.
IEEE Trans. Ind. Informatics
Michal Wieczorek, Jakub Silka, Marcin Wozniak, Sahil Garg, Mohammad Mehedi Hassan
2022 J jnl
Recurrent neural network model for high-speed train vibration prediction from time series.
Neural Comput. Appl.
Jakub Silka, Michal Wieczorek, Marcin Wozniak
2021 — conf
Bidirectional Long Short-Term Memory Classifier Assist for Intelligent Ransomware Detection in Android OS.
IVUS
Jakub Silka
2021 J jnl
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap
2021 — conf
Deep learning based crowd counting model for drone assisted systems.
DroneCom@MobiCom
Marcin Wozniak, Jakub Silka, Michal Wieczorek
2021 — conf
Multimodal Image Fusion Method Based on Multiscale Image Matting.
ICAISC (2)
Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak
2021 J jnl
Recurrent Neural Network Model for IoT and Networking Malware Threat Detection.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Jakub Silka, Michal Wieczorek, Mubarak Alrashoud
2020 — conf
Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network.
ICAISC (1)
Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap
2020 C conf
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network.
FedCSIS
Jakub Silka, Michal Wieczorek, Marcin Wozniak
2020 — conf
Hiding Information in a Picture File: a System Model with Experimental Design.
IVUS
Jakub Silka