| 2026 | ECMS | 3D Smoke Upscaling Using Lightweight DNN. | Michal Wieczorek, Marcin Wozniak |
| 2026 | ECMS | 2D Smoke Pressure Solving Using Custom Transformer-Based Deep Neural Network. | Michal Wieczorek, Marcin Wozniak |
| 2026 | ICAART | Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation. | Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek |
| 2025 | ANT | Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting. | Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak |
| 2025 | DSAA | Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | DSAA | Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | DSAA | 3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale Pooling. | Alicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap |
| 2025 | ICAISC | A Centralized Federated Learning Framework with Security Aspects Against Byzantine and Sybil Attacks. | Antoni Jaszcz, Marcin Wozniak, Mariusz Pleszczynski, Adam Zielonka |
| 2025 | ICAISC | Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection. | Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek |
| 2025 | IJCNN | SUNet: A Semantic-Driven Framework for Universal Image Enhancement. | Zhijie Li, Yingjie Zhang, Chaoqun Wang, Yuan Sun, Dawei Yan, Tianyu Wang, Ghulam Mohiuddin, Marcin Wozniak, Wei Dong |
| 2025 | IJCNN | RSAM-UNETR: Transformers for Road Segmentation for self driving cars using Residual Spatial Attention Module. | Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak |
| 2024 | ICAISC | Explainable Cubic Attention-Based Autoencoder for Skin Cancer Classification. | Inzamam Mashood Nasir, Sara Tehsin, Robertas Damasevicius, Adam Zielonka, Marcin Wozniak |
| 2024 | ICAISC | Swarm Optimization for Enhanced Random Forest-Based IoT Security. | Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak |
| 2024 | ICAISC | Transformer Based Semantic Segmentation Network for Medical Imaging Application. | Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak |
| 2023 | ICAISC | Semantic Segmentation Neural Network in Automatic Weapon Detection. | Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak |
| 2022 | ICAISC | Algorithm for Solving Optimal Placement of Routers in Mines. | Alan Popiel, Marcin Wozniak |
| 2022 | ICAISC | BiLSTM Deep Learning Model for Heart Problems Detection. | Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak |
| 2022 | MOBICOM | Deep neural network with transfer learning in remote object detection from drone. | Marcin Wozniak, Michal Wieczorek, Jakub Silka |
| 2021 | CEC | Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. | Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk |
| 2021 | CEC | Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. | Dawid Polap, Marcin Wozniak, Jacek Mandziuk |
| 2021 | CEC | Heuristic Optimization Of 18-pulse Rectifier System. | Andrzej Sikora, Adam Zielonka, Marcin Wozniak |
| 2021 | ICAISC | Multimodal Image Fusion Method Based on Multiscale Image Matting. | Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak |
| 2021 | ICAISC | Federated Learning Model with Augmentation and Samples Exchange Mechanism. | Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak |
| 2021 | ICAISC | Architecture Monitoring and Reliability Estimation Based on DIP Technology. | Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak |
| 2021 | MOBICOM | Deep learning based crowd counting model for drone assisted systems. | Marcin Wozniak, Jakub Silka, Michal Wieczorek |
| 2020 | FedCSIS | Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. | Jakub Silka, Michal Wieczorek, Marcin Wozniak |
| 2020 | ICAISC | Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. | Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak |
| 2020 | ICAISC | Multi-agent Architecture for Internet of Medical Things. | Dawid Polap, Gautam Srivastava, Marcin Wozniak |
| 2020 | ICAISC | SURF Algorithm with Convolutional Neural Network as Face Recognition Technique. | Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak |
| 2020 | ICONIP | Encoder-Decoder Based CNN Structure for Microscopic Image Identification. | Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer |
| 2020 | IJCNN | Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. | Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap, Marcin Wozniak |
| 2019 | ICAISC | Gamification of Eye Exercises for Evaluating Eye Fatigue. | Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak |
| 2019 | ICAISC | Iterative Design and Implementation of Rapid Gradient Descent Method. | Wei Wei, Bin Zhou, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak |
| 2019 | IJCNN | Bacteria shape classification by the use of region covariance and Convolutional Neural Network. | Dawid Polap, Marcin Wozniak |
| 2018 | ANT | Recognition of human daytime fatigue using keystroke data. | Mindaugas Ulinskas, Robertas Damasevicius, Rytis Maskeliunas, Marcin Wozniak |
| 2018 | FedCSIS | The impact of parallel programming on faster image filtering. | Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak |
| 2018 | ICAISC | Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle. | Adomas Ivanovas, Armantas Ostreika, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak |
| 2018 | ICAISC | Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. | Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak |
| 2018 | MISSI | Accident Prevention System During Immersion in Virtual Reality. | Dawid Polap, Karolina Kesik, Marcin Wozniak |
| 2017 | FedCSIS | Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network. | Giacomo Capizzi, Grazia Lo Sciuto, Francesco Beritelli, Francesco Scaglione, Dawid Polap, Kamil Ksiazek, Marcin Wozniak |
| 2017 | IC3K | Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition. | Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak |
| 2017 | ICAISC | Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network. | Shiran Nabha Barnea, Grazia Lo Sciuto, Nathaniel Hai, Rafi Shikler, Giacomo Capizzi, Marcin Wozniak, Dawid Polap |
| 2017 | ICAISC | State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms. | Robertas Damasevicius, Marcin Wozniak |
| 2017 | ICAISC | Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier. | Grazia Lo Sciuto, Giacomo Capizzi, Dor Gotleyb, Sivan Linde, Rafi Shikler, Marcin Wozniak, Dawid Polap |
| 2017 | ICCSA | Analysis of Keystroke Dynamics for Fatigue Recognition. | Mindaugas Ulinskas, Marcin Wozniak, Robertas Damasevicius |
| 2017 | IJCCI | Environment Recognition based on Images using Bag-of-Words. | Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel |
| 2017 | IJCCI | Environment Scene Classification Based on Images Using Bag-of-Words. | Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel |
| 2017 | PPAM | Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures. | Tomasz Olas, Wojciech K. Mleczko, Marcin Wozniak, Robert K. Nowicki, Pawel Gepner |
| 2016 | FedCSIS | Toward adaptive heuristic video frames capturing and correction in real-time. | Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto |
| 2016 | ICAISC | A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing. | Giacomo Capizzi, Grazia Lo Sciuto, Marcin Wozniak, Robertas Damasevicius |
| 2016 | ICAISC | Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks. | Dor Gotleyb, Grazia Lo Sciuto, Christian Napoli, Rafi Shikler, Emiliano Tramontana, Marcin Wozniak |
| 2016 | ICAISC | Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking. | Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius |
| 2016 | ICAISC | Self Organizing Maps for 3D Face Understanding. | Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak |
| 2016 | ISCC | IMF remixing for mode demixing in EMD and application for jitter analysis. | Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak |
| 2015 | FedCSIS | Automatic classification of fruit defects based on co-occurrence matrix and neural networks. | Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak |
| 2015 | ICAISC | An Application of Differential Evolution to Positioning Queueing Systems. | Marcin Gabryel, Marcin Wozniak, Robertas Damasevicius |
| 2015 | ICAISC | Toward Work Groups Classification Based on Probabilistic Neural Network Approach. | Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak |
| 2015 | ICAISC | Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. | Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli |
| 2015 | ICAISC | Can We Process 2D Images Using Artificial Bee Colony? | Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana |
| 2015 | IJCNN | A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. | Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi |
| 2015 | IJCNN | Novel approach toward medical signals classifier. | Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana |
| 2014 | ICAISC | On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue. | Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao |
| 2013 | ICAISC | Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. | Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa |
| 2013 | ICAISC | Modified Merge Sort Algorithm for Large Scale Data Sets. | Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki |
| 2013 | PPAM | Efficient Execution of Erasure Codes on AMD APU Architecture. | Roman Wyrzykowski, Marcin Wozniak, Lukasz Kuczynski |
| 2012 | ICAISC | Creating Learning Sets for Control Systems Using an Evolutionary Method. | Marcin Gabryel, Marcin Wozniak, Robert Nowicki |
| 2009 | PPAM | Parallel Implementation of Conjugate Gradient Method on Graphics Processors. | Marcin Wozniak, Tomasz Olas, Roman Wyrzykowski |