| 2024 | KES | Generating synthetic mixed-type tabular data by decoding samples from a latent-space: a case study in healthcare. | Jaroslaw Drapala, Jerzy Swiatek |
| 2021 | KES | A Simple-Units Complex-Structure Neural Network model of the Basal Ganglia to simulate reinforcement learning tasks. | Jaroslaw Drapala, Dorota Frydecka, Jerzy Swiatek |
| 2020 | ACIIDS | Comparison of Aggregation Functions for 3D Point Clouds Classification. | Maciej Zamorski, Maciej Zieba, Jerzy Swiatek |
| 2020 | ICAISC | Generative Modeling in Application to Point Cloud Completion. | Maciej Zamorski, Maciej Zieba, Jerzy Swiatek |
| 2019 | ICAISC | Generative Adversarial Networks: Recent Developments. | Maciej Zamorski, Adrian Zdobylak, Maciej Zieba, Jerzy Swiatek |
| 2017 | ICSEng | Empirical Mode Decomposition Based Denoising Algorithm for Fibre Optical Gyroscope Measurement. | Krzysztof Brzostowski, Jerzy Swiatek |
| 2016 | ACIIDS | Self-paced Learning for Imbalanced Data. | Maciej Zieba, Jakub M. Tomczak, Jerzy Swiatek |
| 2015 | ACIIDS | Algorithm to Plan Athlete's Prolonged Training Based on Model of Physiological Response. | Krzysztof Brzostowski, Jaroslaw Drapala, Grzegorz Dziedzic, Jerzy Swiatek |
| 2014 | ACIIDS | Application of Nonlinear State Estimation Methods for Sport Training Support. | Krzysztof Brzostowski, Jaroslaw Drapala, Jerzy Swiatek |
| 2014 | ICSEng | Accelerated learning for Restricted Boltzmann Machine with momentum term. | Szymon Zareba, Adam Gonczarek, Jakub M. Tomczak, Jerzy Swiatek |
| 2013 | HealthCom | Ensemble SVM for imbalanced data and missing values in postoperative risk management. | Maciej Zieba, Jerzy Swiatek |
| 2012 | ACIIDS | System Analysis Techniques in eHealth Systems: A Case Study. | Krzysztof Brzostowski, Jaroslaw Drapala, Jerzy Swiatek |
| 2010 | ACIIDS | Selected Problems of the Static Complex Systems Identification. | Jerzy Swiatek |
| 2008 | ICAISC | Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems. | Jaroslaw Drapala, Jerzy Swiatek, Krzysztof Brzostowski |
| 2007 | KES | A Pattern Recognition Algorithm Used in Knowledge-Based Adaptive Control System to Select Strategy. | Krzysztof Brzostowski, Jerzy Swiatek |
| 2007 | KES | Global and Local Approach to Complex Systems Modeling Using Dynamic Neural Networks- Analogy with Multiagent Systems. | Jaroslaw Drapala, Jerzy Swiatek |
| 2006 | ICAISC | Parameter Estimation of Systems Described by the Relation by Maximum Likelihood Method. | Jerzy Swiatek |
| 2004 | ICAISC | Global Identification of Complex Systems with Cascade Structure. | Jerzy Swiatek |