| 2025 | IDEAL | Towards Integrating Monotonicity Constraints Into Hoeffding Trees for Binary Classification. | Mieszko Mirgos, Maciej Grzenda |
| 2024 | ICCS | Analysing Urban Transport Using Synthetic Journeys. | Marcin Luckner, Przemyslaw Wrona, Maciej Grzenda, Agnieszka Lysak |
| 2024 | IDA | Hybrid Ensemble-Based Travel Mode Prediction. | Pawel Golik, Maciej Grzenda, Elzbieta Sienkiewicz |
| 2023 | ICCS | Quantifying Parking Difficulty with Transport and Prediction Models for Travel Mode Choice Modelling. | Maciej Grzenda, Marcin Luckner, Lukasz Brzozowski |
| 2022 | ICCS | Streaming Detection of Significant Delay Changes in Public Transport Systems. | Przemyslaw Wrona, Maciej Grzenda, Marcin Luckner |
| 2022 | IDA | Quantifying Changes in Predictions of Classification Models for Data Streams. | Maciej Grzenda |
| 2020 | IJCNN | Performance measures for evolving predictions under delayed labelling classification. | Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet |
| 2019 | IDEAL | The Use of Unified Activity Records to Predict Requests Made by Applications for External Services. | Maciej Grzenda, Robert Kunicki, Jaroslaw Legierski |
| 2018 | IDEAL | Semi-supervised Learning to Reduce Data Needs of Indoor Positioning Models. | Maciej Grzenda |
| 2015 | IDEAL | Reduction of Signal Strength Data for Fingerprinting-Based Indoor Positioning. | Maciej Grzenda |
| 2012 | DCAI | On the Evolutionary Search for Data Reduction Method. | Hanna Lacka, Maciej Grzenda |
| 2012 | HAIS | Towards the Reduction of Data Used for the Classification of Network Flows. | Maciej Grzenda |
| 2011 | FedCSIS | Geospatial presentation of purchase transactions data. | Maciej Grzenda, Krzysztof Kaczmarski, Mateusz Kobos, Marcin Luckner |
| 2010 | IDEAL | An Efficient Approach to Clustering Real-Estate Listings. | Maciej Grzenda, Deepak Thukral |
| 2009 | IDEAL | SOM-Based Selection of Monitored Consumers for Demand Prediction. | Maciej Grzenda |
| 2009 | IWANN | Heat Consumption Prediction with Multiple Hybrid Models. | Maciej Grzenda, Bohdan Macukow |
| 2004 | ICAISC | Requirements and Solutions for Web-Based Expert System. | Maciej Grzenda, Marcin Niemczak |
| 2000 | IJCNN | The Role of Weight Domain in Evolutionary Design of Multilayer Perceptrons. | Maciej Grzenda, Bohdan Macukow |