| 2026 | PERCOM | Smart City Myths in the Wild: A Post-Mortem of an Edge AI Energy Failure in Wildlife Deterrence. | Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz, Robert Roglski, Lukasz Kiszkowiak, Lucyna Hajder |
| 2023 | ICCS | Cloud Native Approach to the Implementation of an Environmental Monitoring System for Smart City Based on IoT Devices. | Miroslaw Hajder, Lucyna Hajder, Piotr Hajder, Janusz Kolbusz |
| 2023 | PERCOM | Supporting winter road maintenance procedures with the use of distributed measurements based on IoT, thermodynamic models and machine learning. | Miroslaw Hajder, Piotr Hajder, Lucyna Hajder, Mateusz Liput, Janusz Kolbusz |
| 2021 | ICCS | Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication. | Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz |
| 2021 | KES | Architecture and organization of a Platform for diagnostics, therapy and post-covid complications using AI and mobile monitoring. | Miroslaw Hajder, Piotr Hajder, Tomasz Gil, Maciej Krzywda, Janusz Kolbusz, Mateusz Liput |
| 2020 | KES | Data Security Platform Model in Networked Medical IT Systems based on Statistical Classifiers and ANN. | Miroslaw Hajder, Janusz Kolbusz, Piotr Hajder, Mariusz Nycz, Mateusz Liput |
| 2019 | HSI | Effective Training of RBF Networks. | Pawel Rzycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski |
| 2019 | HSI | The Impact of Architecture on the Deep Neural Networks Training. | Pawel Rzycki, Janusz Kolbusz, Aleksander Malinowski, Bogdan M. Wilamowski |
| 2019 | ICAISC | Constructive Cascade Learning Algorithm for Fully Connected Networks. | Xing Wu, Pawel Rzycki, Janusz Kolbusz, Bogdan M. Wilamowski |
| 2018 | ICAISC | Neural Networks Saturation Reduction. | Janusz Kolbusz, Pawel Rzycki, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2018 | ICAISC | Soft Patterns Reduction for RBF Network Performance Improvement. | Pawel Rzycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2018 | IECON | Implementation of Deep Neural Networks for Industry Applications. | Pawel Rzycki, Janusz Kolbusz, Grzegorz Krzos, Bogdan M. Wilamowski |
| 2017 | ICAISC | The Study of Architecture MLP with Linear Neurons in Order to Eliminate the "vanishing Gradient" Problem. | Janusz Kolbusz, Pawel Rzycki, Bogdan M. Wilamowski |
| 2017 | ICAISC | Improvement of RBF Training by Removing of Selected Pattern. | Pawel Rzycki, Janusz Kolbusz, Oleksandr Lysenko, Bogdan M. Wilamowski |
| 2016 | ICAISC | Estimation of Deep Neural Networks Capabilities Using Polynomial Approach. | Pawel Rzycki, Janusz Kolbusz, Roman Korostenskyi, Bogdan M. Wilamowski |
| 2015 | ICAISC | Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures. | Pawel Rzycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski |
| 2013 | HSI | Effective method for optimizing hierarchical design process for interactive systems. | Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak |
| 2013 | HSI | Cost models for life-cycle phases of information systems. | Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak |
| 2013 | HSI | Undirected graph algebra application for formalization description of information flows. | Miroslaw Hajder, Janusz Kolbusz, Tomasz Bartczak |