| 2026 | ACIIDS | MAP-Seg: Semi-parametric Prototype Learning for Few-Shot Lodging Detection in Aerial Imagery. | Baris Fahri Kahriman, Pi-Wei Chen, Jerry Chun-Wei Lin, Rafal Cupek, Chao-Chun Chen, Alexandre Niyomugaba, Dariusz Mrozek |
| 2026 | ICCS | Throughput and Reliability Trade-Offs of 6LoWPAN in Low-Power IoT and Smart Systems. | Krzysztof Tokarz, Pawel Buczynski, Dariusz Mrozek |
| 2025 | ICCS | Automatic Help Summoning Through Speech Analysis on Mobile Devices. | Bozena Malysiak-Mrozek, Pawel Wojaczek, Krzysztof Tokarz, Vaidy S. Sunderam, Dariusz Mrozek, Jean-Charles Lamirel |
| 2025 | KES | Effective Detection and Recognition of Traffic Signs with Light Convolutional Neural Networks. | Maciej Olszewski, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Boleslaw Pochopien, Che-Lun Hung, Andrzej Pulka, Dariusz Mrozek |
| 2025 | KES | Security audit of Internet of Things home automation system. | Krzysztof Tokarz, Piotr Maczka, Dariusz Mrozek, Piotr Czekalski |
| 2025 | MOBIHOC | Edge-Optimized Hybrid DNNs for Efficient High-Dimensional Visual Anomaly Detection in Industrial Federated Learning Environments. | Alexandre Niyomugaba, Dariusz Mrozek |
| 2024 | GECCO | Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization. | Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek |
| 2024 | ICCS | Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data. | Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek |
| 2024 | KES | Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection. | Sebastian Pokucinski, Katarzyna Filus, Dariusz Mrozek |
| 2023 | DSAA | Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka. | Bozena Malysiak-Mrozek, Mario Bas, Vaidy S. Sunderam, Stanislaw Kozielski, Dariusz Mrozek |
| 2023 | DSAA | YOLO-based Object Detection in Panoramic Images of Smart Buildings. | Sebastian Pokucinski, Dariusz Mrozek |
| 2023 | GECCO | Optimizing Telemetry Signal Influence for Power Consumption Prediction. | Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek |
| 2023 | ICCS | Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment. | Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek |
| 2023 | KES | Object Detection with YOLOv5 in Indoor Equirectangular Panoramas. | Sebastian Pokucinski, Dariusz Mrozek |
| 2022 | ICCS | On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles. | Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek |
| 2022 | ICCS | Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. | Piotr Grzesik, Dariusz Mrozek |
| 2022 | ICCS | Cloud as a Platform for W-Machine Didactic Computer Simulator. | Piotr Paczula, Robert Tutajewicz, Robert Brzeski, Hafed Zghidi, Alina Momot, Ewa Pluciennik, Adam Duszenko, Stanislaw Kozielski, Dariusz Mrozek |
| 2022 | ICCS | Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles. | Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki |
| 2022 | SMC | Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection. | Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek |
| 2021 | CEC | Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark. | Bozena Malysiak-Mrozek, Lukasz Bozek, Dariusz Mrozek |
| 2021 | ICCS | Metagenomic Analysis at the Edge with Jetson Xavier NX. | Piotr Grzesik, Dariusz Mrozek |
| 2021 | ICCS | Serverless Nanopore Basecalling with AWS Lambda. | Piotr Grzesik, Dariusz Mrozek |
| 2021 | ICCS | Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables. | Dariusz Mrozek, Szymon Kwasnicki, Vaidy S. Sunderam, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Stanislaw Kozielski |
| 2021 | ICCS | Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing. | Adam Ziebinski, Dariusz Mrozek, Rafal Cupek, Damian Grzechca, Marcin Fojcik, Marek Drewniak, Erik Kyrkjeb, Jerry Chun-Wei Lin, Knut vsthus, Piotr Biernacki |
| 2020 | ICCS | Autonomous Guided Vehicles for Smart Industries - The State-of-the-Art and Research Challenges. | Rafal Cupek, Marek Drewniak, Marcin Fojcik, Erik Kyrkjeb, Jerry Chun-Wei Lin, Dariusz Mrozek, Knut vsthus, Adam Ziebinski |
| 2020 | ICCS | Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks. | Piotr Grzesik, Dariusz Mrozek |
| 2020 | ICCS | Regression Methods for Detecting Anomalies in Flue Gas Desulphurization Installations in Coal-Fired Power Plants Based on Sensor Data. | Marek Moleda, Alina Momot, Dariusz Mrozek |
| 2020 | ICCS | Fuzzy Intelligence in Monitoring Older Adults with Wearables. | Dariusz Mrozek, Mateusz Milik, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Adam Duszenko, Stanislaw Kozielski |
| 2020 | MASCOTS | Concept Drift and Avoiding its Negative Effects in Predictive Modeling of Failures of Electricity Production Units in Power Plants. | Marek Moleda, Alina Momot, Dariusz Mrozek |
| 2019 | ICCCI | Monitoring of Chronic Arthritis Patients with Wearables - A Report from the Concept Phase. | Pawel Mielnik, Krzysztof Tokarz, Dariusz Mrozek, Piotr Czekalski, Marcin Fojcik, Anja Myhre Hjelle, Mateusz Milik |
| 2019 | ICCS | Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage Space. | Mateusz Golosz, Dariusz Mrozek |
| 2019 | ICCS | Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance. | Anna Wachowicz, Bozena Malysiak-Mrozek, Dariusz Mrozek |
| 2017 | ACIIDS | Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures. | Dariusz Mrozek, Artur Klapcinski, Bozena Malysiak-Mrozek |
| 2017 | ACIIDS | Scalability of a Genomic Data Analysis in the BioTest Platform. | Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak |
| 2015 | PPAM | Accelerating 3D Protein Structure Similarity Searching on Microsoft Azure Cloud with Local Replicas of Macromolecular Data. | Dariusz Mrozek, Tomasz Kutyla, Bozena Malysiak-Mrozek |
| 2011 | ICA3PP | Fast and Accurate Similarity Searching of Biopolymer Sequences with GPU and CUDA. | Robert Pawlowski, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Dariusz Mrozek |
| 2011 | ICCCI | Scalable System for Protein Structure Similarity Searching. | Bozena Malysiak-Mrozek, Alina Momot, Dariusz Mrozek, Lukasz Hera, Stanislaw Kozielski, Michal Momot |
| 2010 | ICCCI | Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System. | Alina Momot, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Dariusz Mrozek, Lukasz Hera, Sylwia Grczynska-Kosiorz, Michal Momot |
| 2009 | BIBE | The Energy Distribution Data Bank: Collecting Energy Features of Protein Molecular Structures. | Dariusz Mrozek, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Andrzej Swierniak |
| 2008 | ICAISC | On Using Energy Signatures in Protein Structure Similarity Searching. | Bozena Malysiak, Alina Momot, Stanislaw Kozielski, Dariusz Mrozek |
| 2007 | PRIMA | Agent-Supported Protein Structure Similarity Searching. | Dariusz Mrozek, Bozena Malysiak, Wojciech Augustyn |
| 2005 | ICCS | Signal Cascades Analysis in Nanoprocesses with Distributed Database System. | Dariusz Mrozek, Bozena Malysiak, Jacek Fraczek, Pawel Kasprowski |