default search action
André Artelt
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [b1]André Artelt:
Contrasting Explanations in Machine Learning. Efficiency, Robustness & Applications. Bielefeld University, Germany, 2024 - [j8]André Artelt, Andreas Gregoriades:
Supporting organizational decisions on How to improve customer repurchase using multi-instance counterfactual explanations. Decis. Support Syst. 182: 114249 (2024) - [j7]André Artelt, Marios S. Kyriakou
, Stelios G. Vrachimis
EPyT-Flow: A Toolkit for Generating Water Distribution Network Data. J. Open Source Softw. 9(103): 7104 (2024) - [c27]André Artelt, Andreas Gregoriades:
Application of Multi-Instance Counterfactual Explanation in Road Safety Analysis. ATT@ECAI 2024: 96-107 - [c26]Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer:
Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks. ICANN (9) 2024: 155-170 - [c25]Jessica M. Szczuka
Let Me Explain What I Did or What I Would Have Done: An Empirical Study on the Effects of Explanations and Person-Likeness on Trust in and Understanding of Algorithms. NordiCHI 2024: 18:1-18:13 - [c24]André Artelt, Andreas Gregoriades:
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 233-240 - [i29]André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer:
The Effect of Data Poisoning on Counterfactual Explanations. CoRR abs/2402.08290 (2024) - [i28]André Artelt, Andreas Gregoriades:
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations. CoRR abs/2403.01221 (2024) - [i27]André Artelt, Marios S. Kyriakou, Stelios G. Vrachimis, Demetrios G. Eliades, Barbara Hammer, Marios M. Polycarpou:
A Toolbox for Supporting Research on AI in Water Distribution Networks. CoRR abs/2406.02078 (2024) - [i26]André Artelt, Barbara Hammer:
Analyzing the Influence of Training Samples on Explanations. CoRR abs/2406.03012 (2024) - [i25]Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer:
Challenges, Methods, Data - a Survey of Machine Learning in Water Distribution Networks. CoRR abs/2410.12461 (2024) - 2023
- [j6]Jonathan Jakob, André Artelt, Martina Hasenjäger, Barbara Hammer
Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams. Appl. Artif. Intell. 37(1) (2023) - [j5]Ulrike Kuhl
Let's go to the Alien Zoo: Introducing an experimental framework to study usability of counterfactual explanations for machine learning. Frontiers Comput. Sci. 5 (2023) - [j4]André Artelt, Roel Visser, Barbara Hammer
"I do not know! but why?" - Local model-agnostic example-based explanations of reject. Neurocomputing 558: 126722 (2023) - [j3]André Artelt
Contrasting Explanations for Understanding and Regularizing Model Adaptations. Neural Process. Lett. 55(5): 5273-5297 (2023) - [c23]André Artelt, Andreas Gregoriades:
"How to Make Them Stay?": Diverse Counterfactual Explanations of Employee Attrition. ICEIS (1) 2023: 532-538 - [c22]André Artelt
"Why Here and not There?": Diverse Contrasting Explanations of Dimensionality Reduction. ICPRAM 2023: 27-38 - [c21]Inaam Ashraf
Spatial Graph Convolution Neural Networks for Water Distribution Systems. IDA 2023: 29-41 - [c20]Paul Stahlhofen
Adversarial Attacks on Leakage Detectors in Water Distribution Networks. IWANN (2) 2023: 451-463 - [c19]André Artelt
Unsupervised Unlearning of Concept Drift with Autoencoders. SSCI 2023: 703-710 - [c18]Ulrike Kuhl
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI. xAI (3) 2023: 280-300 - [i24]André Artelt, Andreas Gregoriades:
"How to make them stay?" - Diverse Counterfactual Explanations of Employee Attrition. CoRR abs/2303.04579 (2023) - [i23]Paul Stahlhofen
Adversarial Attacks on Leakage Detectors in Water Distribution Networks. CoRR abs/2306.06107 (2023) - [i22]Ulrike Kuhl, André Artelt, Barbara Hammer:
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI. CoRR abs/2306.07637 (2023) - 2022
- [j2]André Artelt
Efficient computation of counterfactual explanations and counterfactual metrics of prototype-based classifiers. Neurocomputing 470: 304-317 (2022) - [c17]André Artelt, Roel Visser, Barbara Hammer:
Model Agnostic Local Explanations of Reject. ESANN 2022 - [c16]Fabian Hinder, André Artelt, Valerie Vaquet, Barbara Hammer:
Contrasting Explanation of Concept Drift. ESANN 2022 - [c15]Andreas Mazur, André Artelt, Barbara Hammer:
Improving Zorro Explanations for Sparse Observations with Dense Proxy Data. ESANN 2022 - [c14]Ulrike Kuhl
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting. FAccT 2022: 2125-2137 - [c13]Valerie Vaquet, André Artelt
Taking Care of Our Drinking Water: Dealing with Sensor Faults in Water Distribution Networks. ICANN (2) 2022: 682-693 - [c12]Jonathan Jakob, André Artelt
SAM-kNN Regressor for Online Learning in Water Distribution Networks. ICANN (3) 2022: 752-762 - [c11]Riza Velioglu
Explainable Artificial Intelligence for Improved Modeling of Processes. IDEAL 2022: 313-325 - [c10]André Artelt, Johannes Brinkrolf
Explaining Reject Options of Learning Vector Quantization Classifiers. IJCCI 2022: 249-261 - [c9]Fabian Hinder, Valerie Vaquet
Localization of Concept Drift: Identifying the Drifting Datapoints. IJCNN 2022: 1-9 - [c8]André Artelt
"Even if ..." - Diverse Semifactual Explanations of Reject. SSCI 2022: 854-859 - [i21]André Artelt, Johannes Brinkrolf, Roel Visser, Barbara Hammer:
Explaining Reject Options of Learning Vector Quantization Classifiers. CoRR abs/2202.07244 (2022) - [i20]Jonathan Jakob, André Artelt, Martina Hasenjäger, Barbara Hammer:
SAM-kNN Regressor for Online Learning in Water Distribution Networks. CoRR abs/2204.01436 (2022) - [i19]Ulrike Kuhl
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning. CoRR abs/2205.03398 (2022) - [i18]Ulrike Kuhl, André Artelt
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting. CoRR abs/2205.05515 (2022) - [i17]Fabian Hinder, André Artelt
Precise Change Point Detection using Spectral Drift Detection. CoRR abs/2205.06507 (2022) - [i16]André Artelt
Model Agnostic Local Explanations of Reject. CoRR abs/2205.07623 (2022) - [i15]André Artelt
One Explanation to Rule them All - Ensemble Consistent Explanations. CoRR abs/2205.08974 (2022) - [i14]André Artelt
"Why Here and Not There?" - Diverse Contrasting Explanations of Dimensionality Reduction. CoRR abs/2206.07391 (2022) - [i13]André Artelt
"Even if ..." - Diverse Semifactual Explanations of Reject. CoRR abs/2207.01898 (2022) - [i12]Inaam Ashraf, Luca Hermes, André Artelt
Spatial Graph Convolution Neural Networks for Water Distribution Systems. CoRR abs/2211.09587 (2022) - [i11]André Artelt
Unsupervised Unlearning of Concept Drift with Autoencoders. CoRR abs/2211.12989 (2022) - [i10]André Artelt
"Explain it in the Same Way!" - Model-Agnostic Group Fairness of Counterfactual Explanations. CoRR abs/2211.14858 (2022) - [i9]Riza Velioglu, Jan Philip Göpfert, André Artelt
Explainable Artificial Intelligence for Improved Modeling of Processes. CoRR abs/2212.00695 (2022) - 2021
- [c7]André Artelt
Efficient computation of contrastive explanations. IJCNN 2021: 1-9 - [c6]André Artelt
Contrastive Explanations for Explaining Model Adaptations. IWANN (1) 2021: 101-112 - [c5]André Artelt
Evaluating Robustness of Counterfactual Explanations. SSCI 2021: 1-9 - [i8]André Artelt, Barbara Hammer:
Fairness and Robustness of Contrasting Explanations. CoRR abs/2103.02354 (2021) - [i7]André Artelt, Fabian Hinder, Valerie Vaquet, Robert Feldhans, Barbara Hammer:
Contrastive Explanations for Explaining Model Adaptations. CoRR abs/2104.02459 (2021) - [i6]André Artelt, Barbara Hammer
Convex optimization for actionable \& plausible counterfactual explanations. CoRR abs/2105.07630 (2021) - 2020
- [j1]Christian L. Geminn, Jessica M. Szczuka, Carina Weber, André Artelt, Lina Varonina:
Kinder als Nutzende smarter Sprachassistenten. Datenschutz und Datensicherheit 44(9): 606-610 (2020) - [c4]André Artelt, Barbara Hammer:
Efficient computation of counterfactual explanations of LVQ models. ESANN 2020: 19-24 - [c3]André Artelt
Convex Density Constraints for Computing Plausible Counterfactual Explanations. ICANN (1) 2020: 353-365 - [c2]Fabian Hinder, André Artelt, Barbara Hammer:
Towards Non-Parametric Drift Detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD). ICML 2020: 4249-4259 - [c1]Jan Philip Göpfert, André Artelt
Adversarial Attacks Hidden in Plain Sight. IDA 2020: 235-247 - [i5]André Artelt, Barbara Hammer:
Convex Density Constraints for Computing Plausible Counterfactual Explanations. CoRR abs/2002.04862 (2020) - [i4]André Artelt, Barbara Hammer:
Efficient computation of contrastive explanations. CoRR abs/2010.02647 (2020)
2010 – 2019
- 2019
- [i3]André Artelt, Barbara Hammer:
Efficient computation of counterfactual explanations of LVQ models. CoRR abs/1908.00735 (2019) - [i2]André Artelt, Barbara Hammer
On the computation of counterfactual explanations - A survey. CoRR abs/1911.07749 (2019) - [i1]Fabian Hinder, André Artelt, Barbara Hammer:
A probability theoretic approach to drifting data in continuous time domains. CoRR abs/1912.01969 (2019)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-02 21:28 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: