Michal Wieczorek

29 papers B 2C 1Journal 11Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
GenPlanner: From Noise to Plans - Emergent Reasoning in Flow Matching and Diffusion Models.
CoRR
Agnieszka Polowczyk, Alicja Polowczyk, Michal Wieczorek
2026 — conf
Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation.
ICAART (1)
Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2026 J jnl
Transformer based neural network for intelligent classification of selected animals organs.
Neural Comput. Appl.
Michal Wieczorek, Natalia Wojtas, Marcin Wozniak, Aleksandra Krawczyk, Karol Rycerz
2025 B conf
Custom Sequential Neural Network for Inverse Kinematic Regression.
IJCNN
Jakub Silka, Michal Wieczorek
2025 — conf
Dynamic Fuzzy-Based Cost Assignment Module for a Reinforced Nested Segmentation Model in Industrial Fault Identification.
FUZZ
Katarzyna Prokop, Marcin Wozniak, Dawid Polap, Michal Wieczorek
2025 — conf
Fuzzy Attention Module for CNNs in the Application of Space Analysis.
ICAISC (2)
Antoni Jaszcz, Adam Zielonka, Michal Wieczorek, Dawid Polap
2025 B conf
One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application.
IJCNN
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos
2025 — conf
Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.
ICAISC (2)
Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2025 — conf
Type-2 Fuzzy Controller as a Client Reputation Mechanism for Federated Learning.
FUZZ
Antoni Jaszcz, Dawid Polap, Adam Zielonka, Michal Wieczorek
2024 J jnl
A custom deep learning architecture with image augmentation for intelligent gastrointestinal tract tissue classification.
Int. J. Appl. Math. Comput. Sci.
Michal Wieczorek, Natalia Wojtas, Roman Witula, Aleksandra Krawczyk, Karol Rycerz
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
Architecture Monitoring and Reliability Estimation Based on DIP Technology.
ICAISC (2)
Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak
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
CNN-Powered Body and Face Detection for Intelligent People Counting in Covid-19 Restricted Places.
IVUS
Michal Wieczorek
2021 — conf
Deep learning based crowd counting model for drone assisted systems.
DroneCom@MobiCom
Marcin Wozniak, Jakub Silka, Michal Wieczorek
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
Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning.
ICAISC (2)
Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak
2020 C conf
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network.
FedCSIS
Jakub Silka, Michal Wieczorek, Marcin Wozniak
2020 — conf
Simple Clipboard Malware Attack Detection and Analysis from the User-Machine Interaction View.
IVUS
Michal Wieczorek