An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems JMN Gøttcke, C Bellinger, P Branco, A Zimek Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 3 | 2023 |
Non-parametric semi-supervised learning by Bayesian label distribution propagation JMN Gøttcke, A Zimek, RJGB Campello International Conference on Similarity Search and Applications, 118-132, 2021 | 3 | 2021 |
Handling class imbalance in k-nearest neighbor classification by balancing prior probabilities JMN Gøttcke, A Zimek Similarity Search and Applications: 14th International Conference, SISAP …, 2021 | 3 | 2021 |
DiMmer: Discovery of Differentially Methylated Regions in Epigenome-Wide Association Study (EWAS) Data T Frisch, J Gøttcke, R Röttger, Q Tan, J Baumbach Data Mining for Systems Biology: Methods and Protocols, 51-62, 2018 | 1 | 2018 |
Bayesian label distribution propagation: A semi-supervised probabilistic k nearest neighbor classifier JMN Gøttcke, A Zimek, RJGB Campello Information Systems 129, 102507, 2025 | | 2025 |
Nearest Neighbor-based Approaches to Class Imbalance and Semi-supervised Learning JM Gøttcke | | 2023 |