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Jakub Si³ka
Jakub Si³ka
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Neural network powered COVID-19 spread forecasting model
M Wieczorek, J Si³ka, M Wo¼niak
Chaos, Solitons & Fractals 140, 110203, 2020
1592020
Deep neural network correlation learning mechanism for CT brain tumor detection
M Wo¼niak, J Si³ka, M Wieczorek
Neural Computing and Applications 35 (20), 14611-14626, 2023
1542023
Lightweight convolutional neural network model for human face detection in risk situations
M Wieczorek, J Si³ka, M Wo¼niak, S Garg, MM Hassan
IEEE Transactions on Industrial Informatics 18 (7), 4820-4829, 2021
982021
Recurrent neural network model for IoT and networking malware threat detection
M Wo¼niak, J Si³ka, M Wieczorek, M Alrashoud
IEEE Transactions on Industrial Informatics 17 (8), 5583-5594, 2020
922020
BiLSTM deep neural network model for imbalanced medical data of IoT systems
M Wo¼niak, M Wieczorek, J Si³ka
Future Generation Computer Systems 141, 489-499, 2023
712023
Body pose prediction based on motion sensor data and recurrent neural network
M Wo¼niak, M Wieczorek, J Si³ka, D Po³ap
IEEE Transactions on Industrial Informatics 17 (3), 2101-2111, 2020
692020
Recurrent neural network model for high-speed train vibration prediction from time series
J Si³ka, M Wieczorek, M Wo¼niak
Neural Computing and Applications 34 (16), 13305-13318, 2022
532022
Real-time neural network based predictor for cov19 virus spread
M Wieczorek, J Si³ka, D Po³ap, M Wo¼niak, R Dama¹evièius
PLoS One 15 (12), e0243189, 2020
382020
Deep neural network with transfer learning in remote object detection from drone
M Wo¼niak, M Wieczorek, J Si³ka
Proceedings of the 5th international ACM Mobicom workshop on drone assisted …, 2022
312022
Malaria detection using advanced deep learning architecture
W Si³ka, M Wieczorek, J Si³ka, M Wo¼niak
Sensors 23 (3), 1501, 2023
302023
Deep learning based crowd counting model for drone assisted systems
M Wo¼niak, J Si³ka, M Wieczorek
Proceedings of the 4th ACM MobiCom workshop on drone assisted wireless …, 2021
292021
Deep neural network heuristic hierarchization for cooperative intelligent transportation fleet management
Q Ke, J Si³ka, M Wieczorek, Z Bai, M Wo¼niak
IEEE Transactions on Intelligent Transportation Systems 23 (9), 16752-16762, 2022
222022
Wo zniak M
M Wieczorek, J Si³ka
Neural network powered covid-19 spread forecasting model. Chaos, Solitons …, 2020
122020
Multimodal image fusion method based on multiscale image matting
S Maqsood, R Damasevicius, J Si³ka, M Wo¼niak
International Conference on Artificial Intelligence and Soft Computing, 57-68, 2021
62021
Neural Computing and Applications
M Wo¼niak, J Si³ka, M Wieczorek
Berlin, Germany: Springer, 2021
52021
Empirical mode decomposition based data augmentation for time series prediction using NARX network
OO Abayomi-Alli, T Sidekerskienė, R Dama¹evièius, J Si³ka, D Po³ap
International Conference on Artificial Intelligence and Soft Computing, 702-711, 2020
52020
Bidirectional Long Short-Term Memory Classifier Assist for Intelligent Ransomware Detection in Android OS.
J Silka
IVUS, 45-53, 2021
12021
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network
J Si³ka, M Wieczorek, M Wo¼niak
2020 15th Conference on Computer Science and Information Systems (FedCSIS …, 2020
12020
Semantic Segmentation Neural Network in Automatic Weapon Detection
M Wieczorek, J Si³ka, M Kobielnik, M Wo¼niak
International Conference on Artificial Intelligence and Soft Computing, 112-120, 2023
2023
BiLSTM Deep Learning Model for Heart Problems Detection
J Si³ka, M Wieczorek, M Kobielnik, M Wo¼niak
International Conference on Artificial Intelligence and Soft Computing, 93-104, 2022
2022
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