| Deep neural networks and tabular data: A survey V Borisov, T Leemann, K Seßler, J Haug, M Pawelczyk, G Kasneci IEEE Transactions on Neural Networks and Learning Systems, 2022 | 488 | 2022 |
| A wearable sensor system for lameness detection in dairy cattle J Haladjian, J Haug, S Nüske, B Bruegge Multimodal Technologies and Interaction 2 (2), 27, 2018 | 64 | 2018 |
| CancelOut: A Layer for Feature Selection in Deep Neural Networks V Borisov, J Haug, G Kasneci Artificial Neural Networks and Machine Learning–ICANN 2019: Deep Learning …, 2019 | 50 | 2019 |
| Learning parameter distributions to detect concept drift in data streams J Haug, G Kasneci 2020 25th international conference on pattern recognition (ICPR), 9452-9459, 2021 | 30 | 2021 |
| On baselines for local feature attributions J Haug, S Zürn, P El-Jiz, G Kasneci arXiv preprint arXiv:2101.00905, 2021 | 27 | 2021 |
| Leveraging model inherent variable importance for stable online feature selection J Haug, M Pawelczyk, K Broelemann, G Kasneci Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 13 | 2020 |
| TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information E Kasneci, G Kasneci, T Appel, J Haug, F Wortha, M Tibus, U Trautwein, ... Scientific Data 8 (1), 154, 2021 | 11 | 2021 |
| Change detection for local explainability in evolving data streams J Haug, A Braun, S Zürn, G Kasneci Proceedings of the 31st ACM International Conference on Information …, 2022 | 7 | 2022 |
| Dynamic model tree for interpretable data stream learning J Haug, K Broelemann, G Kasneci 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2562-2574, 2022 | 6 | 2022 |
| Towards user empowerment M Pawelczyk, J Haug, K Broelemann, G Kasneci arXiv preprint arXiv:1910.09398, 2019 | 5 | 2019 |
| Standardized Evaluation of Machine Learning Methods for Evolving Data Streams J Haug, E Tramountani, G Kasneci arXiv preprint arXiv:2204.13625, 2022 | 3 | 2022 |
| Towards Reliable Machine Learning in Evolving Data Streams JC Haug Universität Tübingen, 2022 | 1 | 2022 |
Gjergji KasneciProfessor at the Technical University of MunichBestätigte E-Mail-Adresse bei tum.de
