Tsevo: Evolutionary counterfactual explanations for time series classification J Höllig, C Kulbach, S Thoma 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 8 | 2022 |
Detecting anomalies with autoencoders on data streams L Cazzonelli, C Kulbach Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 7 | 2022 |
Evolution-based online automated machine learning C Kulbach, J Montiel, M Bahri, M Heyden, A Bifet Pacific-Asia Conference on Knowledge Discovery and Data Mining, 472-484, 2022 | 7 | 2022 |
Tsinterpret: A python package for the interpretability of time series classification J Höllig, C Kulbach, S Thoma Journal of Open Source Software 8 (85), 5220, 2023 | 6 | 2023 |
The semantic web-ISWC 2019 C Ghidini, O Hartig, M Maleshkova, V Svatek, I Cruz, H Aidan, J Song, ... Springer International Publishing, 2019 | 5 | 2019 |
ECAI 2020: 24th European Conference on Artificial Intelligence, 29 August–8 September 2020, Santiago de Compostela, Spain–Including 10th Conference on Prestigious Applications … G De Giacomo, A Catala, B Dilkina IOS Press, 2020 | 4 | 2020 |
Personalized Automated Machine Learning C Kulbach, P Philipp, S Thoma ECAI 2020, 1246-1253, 2020 | 4 | 2020 |
Semantic Systems. The Power of AI and Knowledge Graphs: 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings M Acosta, P Cudré-Mauroux, M Maleshkova, T Pellegrini, H Sack, ... Springer Nature, 2019 | 3 | 2019 |
Personalized Neural Architecture Search C Kulbach, S Thoma 2021 International Conference on Data Mining Workshops (ICDMW), 581-590, 2021 | 1 | 2021 |
A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning C Kulbach, L Cazzonelli, HA Ngo, MH Le-Nguyen, A Bifet arXiv preprint arXiv:2405.17222, 2024 | | 2024 |
Adaptive Automated Machine Learning CPC Kulbach | | 2023 |
TSInterpret: A unified framework for time series interpretability J Höllig, C Kulbach, S Thoma arXiv preprint arXiv:2208.05280, 2022 | | 2022 |
Evolutionary Counterfactual Visual Explanation. J Höllig, S Thoma, C Kulbach KI (Workshops), 2022 | | 2022 |
Improving NLU Training over Linked Data with Placeholder Concepts T Schmitt, C Kulbach, Y Sure-Vetter Semantic Systems. The Power of AI and Knowledge Graphs: 15th International …, 2019 | | 2019 |
Personalized Automated Machine Learning Download PDF C Kulbach, P Philipp, S Thoma | | |