| 2025 | CBMS | Handwriting-Based Classification of Hepatic Encephalopathy Using Nonlinear Complexity Features. | Katarna Demckov, Peter Drotr, Mt Hires, Jakub Gazda, Peter Jarcuska |
| 2025 | CBMS | Augmented Speech Generalization in Parkinson's Disease Detection. | Mt Hires, Peter Drotr |
| 2022 | MICCAI | Ensembled Autoencoder Regularization for Multi-structure Segmentation for Kidney Cancer Treatment. | David Jozef Hresko, Marek Kurej, Jakub Gazda, Peter Drotr |
| 2022 | MICCAI | Refined Mixup Augmentation for Diabetic Foot Ulcer Segmentation. | David Jozef Hresko, Jakub Vereb, Valentin Krigovsky, Michala Gayova, Peter Drotr |
| 2021 | MICCAI | Mixup Augmentation for Kidney and Kidney Tumor Segmentation. | Matej Gazda, Peter Bugata, Jakub Gazda, David Hubacek, David Jozef Hresko, Peter Drotr |
| 2019 | SMC | Weighted k-nearest neighbors feature selection for high-dimensional multi-class data. | Peter Bugata, Peter Drotr |
| 2019 | SACI | Stability analysis of WkNN feature selection. | Peter Bugata, Peter Gnip, Peter Drotr |
| 2019 | SISY | Ensemble methods for strongly imbalanced data: bankruptcy prediction. | Peter Gnip, Peter Drotr |
| 2018 | IDEAL | Single-Class Bankruptcy Prediction Based on the Data from Annual Reports. | Peter Drotr, Peter Gnip, Martin Zoricak, Vladimr Gazda |
| 2016 | EUMAS | Spatial Real-Time Price Competition in the Dynamic Spectrum Access Markets. | Marcel Volosin, Juraj Gazda, Peter Drotr, Gabriel Bugr, Vladimr Gazda |
| 2014 | ICASSP | Fusion of diverse denoising systems for robust automatic speech recognition. | Naveen Kumar, Maarten Van Segbroeck, Kartik Audhkhasi, Peter Drotr, Shrikanth S. Narayanan |
| 2013 | BIBE | A new modality for quantitative evaluation of Parkinson's disease: In-air movement. | Peter Drotr, Jir Mekyska, Irena Rektorov, Lucia Masarov, Zdenek Smkal, Marcos Fandez-Zanuy |