受强制性开放获取政策约束的文章 - André Artelt了解详情
无法在其他位置公开访问的文章：2 篇
Efficient computation of counterfactual explanations and counterfactual metrics of prototype-based classifiers
A Artelt, B Hammer
Neurocomputing 470, 304-317, 2022
强制性开放获取政策： Volkswagen Foundation
Taking care of our drinking water: dealing with sensor faults in water distribution networks
V Vaquet, A Artelt, J Brinkrolf, B Hammer
International Conference on Artificial Neural Networks, 682-693, 2022
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
可在其他位置公开访问的文章：19 篇
Evaluating robustness of counterfactual explanations
A Artelt, V Vaquet, R Velioglu, F Hinder, J Brinkrolf, M Schilling, ...
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-09, 2021
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
Convex density constraints for computing plausible counterfactual explanations
A Artelt, B Hammer
Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020
强制性开放获取政策： Volkswagen Foundation
Towards non-parametric drift detection via dynamic adapting window independence drift detection (dawidd)
F Hinder, A Artelt, B Hammer
International Conference on Machine Learning, 4249-4259, 2020
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
Keep your friends close and your counterfactuals closer: Improved learning from closest rather than plausible counterfactual explanations in an abstract setting
U Kuhl, A Artelt, B Hammer
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
Let's go to the Alien Zoo: Introducing an experimental framework to study usability of counterfactual explanations for machine learning
U Kuhl, A Artelt, B Hammer
Frontiers in Computer Science 5, 1087929, 2023
强制性开放获取政策： German Research Foundation, Volkswagen Foundation, European Commission
“Even if…”–Diverse Semifactual Explanations of Reject
A Artelt, B Hammer
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 854-859, 2022
强制性开放获取政策： Volkswagen Foundation
Efficient computation of contrastive explanations
A Artelt, B Hammer
2021 International Joint Conference on Neural Networks (IJCNN), 1-9, 2021
强制性开放获取政策： Volkswagen Foundation
Contrastive explanations for explaining model adaptations
A Artelt, F Hinder, V Vaquet, R Feldhans, B Hammer
International Work-Conference on Artificial Neural Networks, 101-112, 2021
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
Explainable artificial intelligence for improved modeling of processes
R Velioglu, JP Göpfert, A Artelt, B Hammer
International Conference on Intelligent Data Engineering and Automated …, 2022
强制性开放获取政策： Volkswagen Foundation, European Commission
Unsupervised unlearning of concept drift with autoencoders
A Artelt, K Malialis, CG Panayiotou, MM Polycarpou, B Hammer
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 703-710, 2023
强制性开放获取政策： Volkswagen Foundation, European Commission
“I do not know! but why?”—Local model-agnostic example-based explanations of reject
A Artelt, R Visser, B Hammer
Neurocomputing 558, 126722, 2023
强制性开放获取政策： German Research Foundation, Volkswagen Foundation
Contrasting explanations for understanding and regularizing model adaptations
A Artelt, F Hinder, V Vaquet, R Feldhans, B Hammer
Neural Processing Letters 55 (5), 5273-5297, 2023
强制性开放获取政策： Volkswagen Foundation, Federal Ministry of Education and Research, Germany
SAM-kNN regressor for online learning in water distribution networks
J Jakob, A Artelt, M Hasenjäger, B Hammer
International Conference on Artificial Neural Networks, 752-762, 2022
强制性开放获取政策： Volkswagen Foundation, European Commission
For Better or Worse: The Impact of Counterfactual Explanations’ Directionality on User Behavior in xAI
U Kuhl, A Artelt, B Hammer
World Conference on Explainable Artificial Intelligence, 280-300, 2023
强制性开放获取政策： European Commission
Challenges, Methods, Data–A Survey of Machine Learning in Water Distribution Networks
V Vaquet, F Hinder, A Artelt, I Ashraf, J Strotherm, J Vaquet, J Brinkrolf, ...
International Conference on Artificial Neural Networks, 155-170, 2024
强制性开放获取政策： European Commission
Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams
J Jakob, A Artelt, M Hasenjäger, B Hammer
Applied Artificial Intelligence 37 (1), 2198846, 2023
强制性开放获取政策： Volkswagen Foundation, European Commission
Adversarial Attacks on Leakage Detectors in Water Distribution Networks
P Stahlhofen, A Artelt, L Hermes, B Hammer
International Work-Conference on Artificial Neural Networks, 451-463, 2023
强制性开放获取政策： European Commission
EPyT-Flow: A Toolkit for Generating Water Distribution Network Data
A Artelt, MS Kyriakou, SG Vrachimis, DG Eliades, B Hammer, ...
Journal of Open Source Software 9 (103), 7104, 2024
强制性开放获取政策： European Commission
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