| 2026 | HAIS | Hybrid Residential Photovoltaic Power Plant Scheduling Method Based on Demand and Generation Forecasting. | Pawel Parczyk, Robert Burduk |
| 2024 | CVPR | End-to-end Solution for Tenebrio Molitor Rearing Monitoring with Uncertainty Estimation and Domain Shift Detection. | Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner |
| 2024 | ICDM | On the classification of weather based on the production of photovoltaic installations. | Pawel Parczyk, Tobiasz Puslecki, Robert Burduk |
| 2024 | VISIGRAPP | Improved Pest Detection in Insect Larvae Rearing with Pseudo-Labelling and Spatio-Temporal Masking. | Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner |
| 2023 | ICAISC | Combining Linear Classifiers Using Score Function Based on Distance to Decision Boundary. | Pawel Trajdos, Robert Burduk, Andrzej Kasprzak |
| 2023 | ICDM | Recall and Selectivity Normalized in Class Labels as a Classification Performance Metric. | Robert Burduk |
| 2022 | ACIIDS | Relearning Ensemble Selection Based on New Generated Features. | Robert Burduk |
| 2021 | ICCS | Clustering and Weighted Scoring Algorithm Based on Estimating the Number of Clusters. | Jakub Klikowski, Robert Burduk |
| 2020 | ACIIDS | Novel Approach to Gentle AdaBoost Algorithm with Linear Weak Classifiers. | Robert Burduk, Wojciech Bozejko, Szymon Zacher |
| 2020 | ICCS | Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification. | Pawel Ksieniewicz, Robert Burduk |
| 2018 | ICAISC | Integration Base Classifiers in Geometry Space by Harmonic Mean. | Robert Burduk |
| 2017 | ICAISC | Integration Base Classifiers Based on Their Decision Boundary. | Robert Burduk |
| 2016 | ICAISC | Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels - Approach to Binary Classification. | Robert Burduk, Paulina Baczynska |
| 2015 | ACIIDS | Static Classifier Selection with Interval Weights of Base Classifiers. | Robert Burduk, Krzysztof Walkowiak |
| 2015 | IDEAL | Ensemble Selection Based on Discriminant Functions in Binary Classification Task. | Paulina Baczynska, Robert Burduk |
| 2014 | ACIIDS | The AdaBoost Algorithm with the Imprecision Determine the Weights of the Observations. | Robert Burduk |
| 2013 | HAIS | Construction of Sequential Classifier Based on Broken Stick Model. | Robert Burduk, Pawel Trajdos |
| 2012 | ACIIDS | Comparison of Cost for Zero-One and Stage-Dependent Fuzzy Loss Function. | Robert Burduk |
| 2012 | HAIS | Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example. | Robert Burduk, Marcin Zmyslony |
| 2012 | ICCCI | Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets. | Robert Burduk |
| 2012 | IDEAL | New AdaBoost Algorithm Based on Interval-Valued Fuzzy Sets. | Robert Burduk |
| 2011 | HAIS | Costs-Sensitive Classification in Multistage Classifier with Fuzzy Observations of Object Features. | Robert Burduk |
| 2011 | ICCCI | Estimations of the Error in Bayes Classifier with Fuzzy Observations. | Robert Burduk |
| 2010 | HAIS | Randomness and Fuzziness in Bayes Multistage Classifier. | Robert Burduk |
| 2010 | ISDA | Some characteristics of an error in the two-class problem with fuzzy observations. | Robert Burduk |
| 2009 | HAIS | Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations. | Robert Burduk |
| 2009 | IDEAL | Interval-Valued Fuzzy Observations in Bayes Classifier. | Robert Burduk |