| 2025 | ICAISC | AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach. | Jakub Nowak, Marcin Jamro, Tomasz Nowak, Magdalena Scherer, Sumit Hazra |
| 2025 | KES | Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach. | Jakub Nowak, Marcin Korytkowski, Magdalena Scherer |
| 2023 | ICAISC | Predicting Churn Rate in Companies. | Magdalena Scherer |
| 2022 | ICAISC | Machine Learning-Based Conditioning and Drying of Sewage Sludge as Part of the Management of Co-fermentation Processes. | Anna Tucholka, Magdalena Scherer |
| 2020 | ICAISC | Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks. | Jakub Nowak, Kamila Milkowska, Magdalena Scherer, Arkadiusz Talun, Marcin Korytkowski |
| 2019 | ICAISC | Sequential Data Mining of Network Traffic in URL Logs. | Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen |
| 2018 | ICAISC | Company Bankruptcy Prediction with Neural Networks. | Jolanta Pozorska, Magdalena Scherer |
| 2017 | ICAISC | Local Keypoint-Based Image Detector with Object Detection. | Rafal Grycuk, Magdalena Scherer, Sviatoslav Voloshynovskiy |
| 2016 | ICAISC | Image Descriptor Based on Edge Detection and Crawler Algorithm. | Rafal Grycuk, Marcin Gabryel, Magdalena Scherer, Sviatoslav Voloshynovskiy |
| 2016 | ICAISC | Predicting Success of Bank Direct Marketing by Neuro-fuzzy Systems. | Magdalena Scherer, Jacek Smolag, Adam Gaweda |
| 2015 | ICAISC | Software Framework for Modular Machine Learning Systems. | Marcin Korytkowski, Magdalena Scherer, Sohrab Ferdowsi |
| 2015 | ICAISC | Customization of Joint Articulations Using Soft Computing Methods. | Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Magdalena Scherer, Janusz Szyprowski, Dimce Kostadinov |