| Do we need another explainable AI method? Toward unifying post-hoc XAI evaluation methods into an interactive and multi-dimensional benchmark MK Belaid, E Hüllermeier, M Rabus, R Krestel arXiv preprint arXiv:2207.14160, 2022 | 17 | 2022 |
| CrashNet: An encoder–decoder architecture to predict crash test outcomes MK Belaid, M Rabus, R Krestel Data Mining and Knowledge Discovery 35, 1688-1709, 2021 | 6 | 2021 |
| Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc XAI Algorithms into a Multi-dimensional Benchmark MK Belaid, R Bornemann, M Rabus, R Krestel, E Hüllermeier World Conference on Explainable Artificial Intelligence, 88-109, 2023 | 3 | 2023 |
| Optimizing Data Shapley Interaction Calculation from O (2^ n) to O (tn^ 2) for KNN models MK Belaid, DE Mekki, M Rabus, E Hüllermeier arXiv preprint arXiv:2304.01224, 2023 | 3 | 2023 |
| Development of a model for the prediction of occupant loads in vehicle crashes: introduction of the Real Occupant Load Criterion for Prediction (ROLC) M Rabus, MK Belaid, SA Maurer, S Hiermaier Automotive and Engine Technology 7 (3), 229-244, 2022 | 3 | 2022 |
| Policy learning for malaria control VB Nguyen, BM Karim, BL Vu, J Schlötterer, M Granitzer arXiv preprint arXiv:1910.08926, 2019 | 3 | 2019 |
| Comparison of Neuronal Attention Models MK Belaid arXiv preprint arXiv:1912.03467, 2019 | 1 | 2019 |
| Pairwise Difference Learning for Classification MK Belaid, M Rabus, E Hüllermeier arXiv preprint arXiv:2406.20031, 2024 | | 2024 |
| Computerimplementiertes Verfahren zur automatisierten Auswertung von Crashtestdaten M Rabus, MK Belaid DE Patent DE10 2023 119 895.5, 2023 | | 2023 |
| Computerimplementiertes Verfahren zur automatisierten Auswertung von Crashtestdaten M Rabus, MK Belaid DE Patent DE10 2023 119 887.4, 2023 | | 2023 |
| Computerimplementiertes Verfahren zur Simulation eines Unfalls eines Kraftfahrzeugs mittels eines künstlichen neuronalen Netzwerks M Rabus, MK Belaid DE Patent DE10 2023 115 585.7, 2023 | | 2023 |
| Computerimplementiertes Verfahren zur Berechnung einer Berechnungsausgangsgröße aus einer Berechnungsausgangsgröße M Rabus, MK Belaid DE Patent DE10 2023 103 652.1, 2023 | | 2023 |
| Method, system, test system and computer program product for the predictive determination of test results for a technical test object M Rabus, MK Belaid DE Patent DE102020132042A1, 2022 | | 2022 |
| Computer-implemented method for simulating an accident in a motor vehicle using a neural network M Rabus, MK Belaid DE Patent DE102020115192A1, 2021 | | 2021 |
| After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph Generation MK Belaid arXiv preprint arXiv:2011.04779, 2020 | | 2020 |
Eyke HüllermeierProfessor of Computer Science, Paderborn UniversityVerified email at upb.de
