| Interpretable Machine Learning - A Guide for Making Black Box Models Explainable C Molnar https://christophm.github.io/interpretable-ml-book/, 2018 | 982* | 2018 |
| TNF blockers inhibit spinal radiographic progression in ankylosing spondylitis by reducing disease activity: results from the Swiss Clinical Quality Management cohort C Molnar, A Scherer, X Baraliakos, M de Hooge, R Micheroli, P Exer, ... Annals of the rheumatic diseases 77 (1), 63-69, 2018 | 152 | 2018 |
| iml: An R package for Interpretable Machine Learning C Molnar, G Casalicchio, B Bischl Journal of Open Source Software 3, 786, 2018 | 95 | 2018 |
| Visualizing the feature importance for black box models G Casalicchio, C Molnar, B Bischl Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 38 | 2018 |
| Errors in palliative care: kinds, causes, and consequences: a pilot survey of experiences and attitudes of palliative care professionals I Dietz, GD Borasio, C Molnar, C Müller-Busch, A Plog, G Schneider, ... Journal of palliative medicine 16 (1), 74-81, 2013 | 25 | 2013 |
| Estimation of voter transitions based on ecological inference: An empirical assessment of different approaches A Klima, PW Thurner, C Molnar, T Schlesinger, H Küchenhoff AStA Advances in Statistical Analysis 100 (2), 133-159, 2016 | 21 | 2016 |
| Quantifying Model Complexity via Functional Decomposition for Better Post-Hoc Interpretability C Molnar, G Casalicchio, B Bischl Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 18* | 2019 |
| Multi-objective counterfactual explanations S Dandl, C Molnar, M Binder, B Bischl Bäck T. et al. (eds) Parallel Problem Solving from Nature – PPSN XVI. PPSN …, 2020 | 9 | 2020 |
| Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model-Agnostic Interpretations CA Scholbeck, C Molnar, C Heumann, B Bischl, G Casalicchio Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 8 | 2019 |
| Recursive partitioning by conditional inference C Molnar Department of Statistics, University of Munich: Munich, Germany, 2013 | 7 | 2013 |
| Model-agnostic Feature Importance and Effects with Dependent Features--A Conditional Subgroup Approach C Molnar, G König, B Bischl, G Casalicchio arXiv preprint arXiv:2006.04628, 2020 | 5 | 2020 |
| Interpretable Machine Learning--A Brief History, State-of-the-Art and Challenges C Molnar, G Casalicchio, B Bischl arXiv preprint arXiv:2010.09337, 2020 | 3 | 2020 |
| Pitfalls to Avoid when Interpreting Machine Learning Models C Molnar, G König, J Herbinger, T Freiesleben, S Dandl, CA Scholbeck, ... ICML workshop XXAI: Extending Explainable AI Beyond Deep Models and Classifiers, 2020 | 3 | 2020 |
| Relative Feature Importance G König, C Molnar, B Bischl, M Grosse-Wentrup 2020 25th International Conference on Pattern Recognition (ICPR), 9318--9325, 2021 | 1 | 2021 |
| Lower spinal radiographic progression in female versus male patients with axial spondyloarthritis: data from the SCQM cohort M Hebeisen, C Molnar, A Scherer, MJ Nissen, P Zufferey, G Tamborrini, ... SWISS MEDICAL WEEKLY 148, 13S-13S, 2018 | | 2018 |
| Minimal spinal radiographic progression over 2 years in longstanding nonradiographic axial spondyloarthritis in comparison to ankylosing spondylitis: SCQM data M Hebeisen, C Molnar, A Scherer, MJ Nissen, P Zufferey, G Tamborrini, ... SWISS MEDICAL WEEKLY 148, 2S-2S, 2018 | | 2018 |
| Clinical course of axial spondyloarthritis in patients not treated with tumor necrosis factor inhibitors: a 4 year prospective follow-up of the SCQM cohort A Ciurea, C Molnar, R Micheroli, LM Wildi, G Tamborrini, P Exer, B Weiss, ... SWISS MEDICAL WEEKLY 147, 7S-8S, 2017 | | 2017 |
| TNF blockers inhibit spinal radiographic progression in ankylosing spondylitis by reducing disease activity: results from the Swiss Clinical Quality Management (SCQM) cohort A Ciurea, C Molnar, X Baraliakos, M de Hooge, R Micheroli, P Exer, ... SWISS MEDICAL WEEKLY 147, 3S-3S, 2017 | | 2017 |
| OP0189 Tumor necrosis factor inhibitor treatment reduces spinal radiographic progression in ankylosing spondylitis by decreasing disease activity: a longitudinal analysis in a … C Molnar, A Scherer, X Baraliakos, M de Hooge, R Micheroli, P Exer, ... Annals of the Rheumatic Diseases 76 (Suppl 2), 130-130, 2017 | | 2017 |
| Ökologische Inferenz A Klima, PW Thurner, C Molnar, T Schlesinger, H Küchenhoff Exit Polls und Hybrid-Modelle, 127-154, 2017 | | 2017 |
