| 2026 | ICAART | Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems. | Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka |
| 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 | Fuzzy Attention Module for CNNs in the Application of Space Analysis. | Antoni Jaszcz, Adam Zielonka, Michal Wieczorek, Dawid Polap |
| 2025 | ICAISC | One Shot, Few Perspectives: Ensemble Learning for Image Segmentation. | Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos |
| 2025 | IJCNN | Lightweight segmentation neural network for infrastructure maintenance in industrial digital twins. | Katarzyna Prokop, Adam Zielonka, Dawid Polap |
| 2024 | CEC | Image segmentation enhanced by heuristic assistance for retinal vessels case. | Katarzyna Prokop, Dawid Polap |
| 2024 | ICAART | Semantic Segmentation for Moon Rock Recognition Using U-Net with Pyramid-Pooling-Based SE Attention Blocks. | Antoni Jaszcz, Dawid Polap |
| 2024 | ICAART | Heuristic Feedback for Generator Support in Generative Adversarial Network. | Dawid Polap, Antoni Jaszcz |
| 2024 | ICAISC | Distracted Driver Recognition Using CNN with Dual Self-attention Module. | Antoni Jaszcz, Dawid Polap |
| 2024 | ICAISC | Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm. | Katarzyna Prokop, Dawid Polap |
| 2024 | IJCNN | Generating synthetic data using GANs fusion in the digital twins model for sonars. | Dawid Polap, Antoni Jaszcz, Katarzyna Prokop |
| 2024 | IJCNN | Dual-Encoding Y-ResNet for generating a lens flare effect in images. | Dawid Polap, Antoni Jaszcz, Gautam Srivastava |
| 2023 | ICAISC | Child Tracking and Prediction of Violence on Children In Social Media Using Natural Language Processing and Machine Learning. | M. K. Nallakaruppan, Gautam Srivastava, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Sivarama Krishnan, Dawid Polap |
| 2023 | ICAISC | Decentralized Federated Learning Loop with Constrained Trust Mechanism. | Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin |
| 2022 | ICAISC | Human-AI Collaboration to Increase the Perception of VR. | Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin |
| 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 | ICAISC | Federated Learning Model with Augmentation and Samples Exchange Mechanism. | Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak |
| 2021 | ICAISC | A Graphic CNN-LSTM Model for Stock Price Predication. | Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin |
| 2021 | ICAISC | Mining of High-Utility Patterns in Big IoT Databases. | Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap |
| 2020 | FedCSIS | Interpolation merge as augmentation technique in the problem of ship classification. | Marta Wlodarczyk-Sielicka, Dawid Polap |
| 2020 | ICAISC | Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network. | Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap |
| 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 |
| 2020 | INFOCOM | Blockchain Technology and Neural Networks for the Internet of Medical Things. | Dawid Polap, Gautam Srivastava, Alireza Jolfaei, Reza M. Parizi |
| 2019 | FedCSIS | Signature analysis system using a convolutional neural network. | Alicja Winnicka, Karolina Kesik, Dawid Polap |
| 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 | FedCSIS | The impact of parallel programming on faster image filtering. | Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak |
| 2018 | FedCSIS | Voice control in mixed reality. | Dawid Polap |
| 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 | FedCSIS | Extraction of specific data from a sound sample by removing additional distortion. | Dawid Polap |
| 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 | 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 | 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 |
| 2016 | FedCSIS | Neuro-heuristic voice recognition. | Dawid Polap |
| 2016 | FedCSIS | A Real-Time Audio Compression Technique Based on Fast Wavelet Filtering and Encoding. | Nella Romano, Antony Scivoletto, Dawid Polap |
| 2016 | FedCSIS | Toward adaptive heuristic video frames capturing and correction in real-time. | Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto |
| 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 | Novel approach toward medical signals classifier. | Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana |