Jakub Silka

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 17

Top Topics

Object Detection

Top Venues

IEEE Trans. Ind. Informatics

Neural Comput. Appl.

Publications

Marcin Wozniak, Michal Wieczorek, Jakub Silka
BiLSTM deep neural network model for imbalanced medical data of IoT systems. Future Gener. Comput. Syst. 141 (2023)
Marcin Wozniak, Jakub Silka, Michal Wieczorek
Deep neural network correlation learning mechanism for CT brain tumor detection. Neural Comput. Appl. 35 (20) (2023)
Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak
Semantic Segmentation Neural Network in Automatic Weapon Detection. ICAISC (2) (2023)
Wojciech Silka, Michal Wieczorek, Jakub Silka, Marcin Wozniak
Malaria Detection Using Advanced Deep Learning Architecture. Sensors 23 (3) (2023)
Jakub Silka, Michal Wieczorek, Marcin Wozniak
Recurrent neural network model for high-speed train vibration prediction from time series. Neural Comput. Appl. 34 (16) (2022)
Marcin Wozniak, Michal Wieczorek, Jakub Silka
Deep neural network with transfer learning in remote object detection from drone. DroneCom@MobiCom (2022)
Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak
BiLSTM Deep Learning Model for Heart Problems Detection. ICAISC (1) (2022)
Michal Wieczorek, Jakub Silka, Marcin Wozniak, Sahil Garg, Mohammad Mehedi Hassan
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations. IEEE Trans. Ind. Informatics 18 (7) (2022)
Qiao Ke, Jakub Silka, Michal Wieczorek, Zongwen Bai, Marcin Wozniak
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network. IEEE Trans. Ind. Informatics 17 (3) (2021)
Jakub Silka
Bidirectional Long Short-Term Memory Classifier Assist for Intelligent Ransomware Detection in Android OS. IVUS (2021)
Marcin Wozniak, Jakub Silka, Michal Wieczorek
Deep learning based crowd counting model for drone assisted systems. DroneCom@MobiCom (2021)
Marcin Wozniak, Jakub Silka, Michal Wieczorek, Mubarak Alrashoud
Recurrent Neural Network Model for IoT and Networking Malware Threat Detection. IEEE Trans. Ind. Informatics 17 (8) (2021)
Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak
Multimodal Image Fusion Method Based on Multiscale Image Matting. ICAISC (2) (2021)
Jakub Silka, Michal Wieczorek, Marcin Wozniak
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. FedCSIS (2020)
Jakub Silka
Hiding Information in a Picture File: a System Model with Experimental Design. IVUS (2020)
Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap
Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network. ICAISC (1) (2020)