| 2024 | ICCCI | Modelling of Drug-Induced Liver Injury with Multiple Machine Learning Algorithms. | Wojciech Lesinski, Agnieszka Kitlas Golinska, Witold R. Rudnicki |
| 2024 | ICCS | EnsembleFS: an R Toolkit and a Web-Based Tool for a Filter Ensemble Feature Selection of Molecular Omics Data. | Aneta Polewko-Klim, Pawel Grablis, Witold R. Rudnicki |
| 2023 | ICCS | A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons. | Wojciech Lesinski, Witold R. Rudnicki |
| 2020 | ICCS | Towards Prediction of Heart Arrhythmia Onset Using Machine Learning. | Agnieszka Kitlas Golinska, Wojciech Lesinski, Andrzej Przybylski, Witold R. Rudnicki |
| 2020 | ICCS | Bootstrap Bias Corrected Cross Validation Applied to Super Learning. | Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki |
| 2020 | ICCS | Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data. | Aneta Polewko-Klim, Witold R. Rudnicki |
| 2020 | ICDM | Super Learning with Repeated Cross Validation. | Krzysztof Mnich, Aneta Polewko-Klim, Agnieszka Kitlas Golinska, Wojciech Lesinski, Witold R. Rudnicki |
| 2020 | WorldCIST | Identification of Clinical Variables Relevant for Survival Prediction in Patients with Metastatic Castration-Resistant Prostate Cancer. | Wojciech Lesinski, Aneta Polewko-Klim, Witold R. Rudnicki |
| 2020 | WorldCIST | Data Integration Strategy for Robust Classification of Biomedical Data. | Aneta Polewko-Klim, Witold R. Rudnicki |
| 2011 | ISMIS | All That Jazz in the Random Forest. | Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska |
| 2011 | ISMIS | Towards Understanding Protein-Protein Interactions: The AI Approach. | Miron B. Kursa, Jacek Jendrej, Julia Herman-Izycka, Witold R. Rudnicki |
| 2009 | ISMIS | Musical Instruments in Random Forest. | Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar |
| 2000 | SMC | Adding numbers with DNA. | Piotr Wasiewicz, Jan J. Mulawka, Witold R. Rudnicki, Bogdan Lesyng |