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Michał Wieczorek
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Year
Neural Network powered COVID-19 spread forecasting model
M Wieczorek, J Siłka, M Woźniak
Chaos, Solitons & Fractals, 110203, 2020
1612020
Deep neural network correlation learning mechanism for CT brain tumor detection
M Woźniak, J Siłka, 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 Siłka, M Woźniak, 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 Woźniak, J Siłka, 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 Woźniak, M Wieczorek, J Siłka
Future Generation Computer Systems 141, 489-499, 2023
712023
Body pose prediction based on motion sensor data and recurrent neural network
M Woźniak, M Wieczorek, J Siłka, D Połap
IEEE Transactions on Industrial Informatics 17 (3), 2101-2111, 2020
702020
Recurrent neural network model for high-speed train vibration prediction from time series
J Siłka, M Wieczorek, M Woźniak
Neural Computing and Applications 34 (16), 13305-13318, 2022
582022
Real-time neural network based predictor for cov19 virus spread
M Wieczorek, J Siłka, D Połap, M Woźniak, R Damaševičius
PloS one 15 (12), e0243189, 2020
382020
Deep neural network with transfer learning in remote object detection from drone
M Woźniak, M Wieczorek, J Siłka
Proceedings of the 5th International ACM Mobicom Workshop on Drone Assisted …, 2022
312022
Malaria Detection Using Advanced Deep Learning Architecture
W Siłka, M Wieczorek, J Siłka, M Woźniak
Sensors 23 (3), 1501, 2023
292023
Deep learning based crowd counting model for drone assisted systems
M Woźniak, J Siłka, 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 Siłka, M Wieczorek, Z Bai, M Woźniak
IEEE Transactions on Intelligent Transportation Systems 23 (9), 16752-16762, 2022
222022
Data augmentation using principal component resampling for image recognition by deep learning
OO Abayomi-Alli, R Damaševičius, M Wieczorek, M Woźniak
Artificial Intelligence and Soft Computing: 19th International Conference …, 2020
132020
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network
J Siłka, M Wieczorek, M Woźniak
2020 15th Conference on Computer Science and Information Systems (FedCSIS …, 2020
12020
Semantic Segmentation Neural Network in Automatic Weapon Detection
M Wieczorek, J Siłka, M Kobielnik, M Woźniak
International Conference on Artificial Intelligence and Soft Computing, 112-120, 2023
2023
Malaria detection using custom Semantic Segmentation Neural Network Architecture
N WOJTAS, M WIECZOREK, Z BEŁKOT
Med. Weter 79 (8), 406-412, 2023
2023
Recurrent neural network model for high-speed train vibration prediction from time series
J Silka, M Wieczorek, M Wozniak
NEURAL COMPUTING & APPLICATIONS 34 (16), 13305-13318, 2022
2022
BiLSTM Deep Learning Model for Heart Problems Detection
J Siłka, M Wieczorek, M Kobielnik, M Woźniak
International Conference on Artificial Intelligence and Soft Computing, 93-104, 2022
2022
Custom semantic segmentation neural network architecture in spirochaete detection application
M Wieczorek, N Wojtas
2022
Deep Neural Network-Based Prediction of High-Speed Train-Induced Subway Track Vibration
M Wieczorek, J Siłka, M Woźniak
Intelligent Cyber-Physical Systems for Autonomous Transportation, 201-212, 2021
2021
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