| 2026 | ICCS | Simulation-Based Structural Optimization for Neural Networks. | Szymon Swiderski, Agnieszka Jastrzebska |
| 2025 | ICAISC | A Survey on Algorithms Used for Drone Energy Consumption Modelling. | Agnieszka Jastrzebska, Zofia Lagiewka, Piotr Sieczka, Jacek Zalewski |
| 2025 | ICCS | Dynamic Neural Network with Matrix-Extended Residual Connections. | Szymon Swiderski, Agnieszka Jastrzebska |
| 2024 | ICCS | Dynamic Growing and Shrinking of Neural Networks with Monte Carlo Tree Search. | Szymon Swiderski, Agnieszka Jastrzebska |
| 2022 | DSAA | COSTI: a New Classifier for Sequences of Temporal Intervals. | Jakub Michal Bilski, Agnieszka Jastrzebska |
| 2022 | ICCS | ARIMA Feature-Based Approach to Time Series Classification. | Agnieszka Jastrzebska, Wladyslaw Homenda, Witold Pedrycz |
| 2019 | ISKE | A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series. | Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Agnieszka Jastrzebska, Xiao Wang |
| 2015 | ICAART | Rejecting Foreign Elements in Pattern Recognition Problem - Reinforced Training of Rejection Level. | Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz |
| 2015 | ICAART | Time Series Modelling with Fuzzy Cognitive Maps - Study on an Alternative Concept's Representation Method. | Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz |
| 2014 | ICAART | Fuzzy Cognitive Map Reconstruction - Methodologies and Experiments. | Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz |
| 2013 | FedCSIS | Similarities in Spaces of Features and Concepts: Towards Semantic Evaluations. | Wladyslaw Homenda, Agnieszka Jastrzebska |
| 2012 | ICCCI | On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory. | Agnieszka Jastrzebska, Wladyslaw Homenda |