| 2025 | KES | Automatic detection of the lumbar spine using transfer learning for Quantitative Fluoroscopy. | Rantilini Samaratunga, Marcin Budka, Alexander Breen, Alan Breen |
| 2024 | ACIIDS | Optimizing Neural Topic Modeling Pipelines for Low-Quality Speech Transcriptions. | Ehsan Taati, Marcin Budka, Scott Neville, James Canniffe |
| 2021 | IJCNN | An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease. | Abbas Raza Ali, Marcin Budka |
| 2019 | PRICAI | Towards Meta-learning of Deep Architectures for Efficient Domain Adaptation. | Abbas Raza Ali, Marcin Budka, Bogdan Gabrys |
| 2019 | PRICAI | A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters Simultaneously. | Abbas Raza Ali, Marcin Budka, Bogdan Gabrys |
| 2018 | KES | Cross-domain Meta-learning for Time-series Forecasting. | Abbas Raza Ali, Bogdan Gabrys, Marcin Budka |
| 2018 | KES | NetSim - The framework for complex network generator. | Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial |
| 2016 | HAIS | Towards Automatic Composition of Multicomponent Predictive Systems. | Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys |
| 2016 | ICML | Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry. | Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys |
| 2016 | KES | Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems. | Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys |
| 2014 | IDA | From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. | Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite |
| 2011 | ISMIS | High-Performance Music Information Retrieval System for Song Genre Classification. | Amanda C. Schierz, Marcin Budka |
| 2010 | IJCNN | Correntropy-based density-preserving data sampling as an alternative to standard cross-validation. | Marcin Budka, Bogdan Gabrys |