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  • Search: subject:"Counterfactual explanations"
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Year of publication
Subject
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Theorie 6 Theory 6 Artificial intelligence 5 Counterfactual explanations 5 Künstliche Intelligenz 5 Machine learning 2 counterfactual explanations 2 Algorithm 1 Algorithmus 1 Artificial Intelligence 1 Benchmarking 1 Bilevel optimization 1 Cluster analysis 1 Clusteranalyse 1 Credit risk 1 DEA targets 1 Data envelopment analysis 1 Data-Envelopment-Analyse 1 Decision support 1 Deep learning 1 Disagreement problem 1 Explainable Artificial Intelligence 1 Explainable artificial intelligence 1 Finanzmathematik 1 Forecasting model 1 Interpretability 1 Kreditrisiko 1 Location analysis 1 Management information system 1 Management-Informationssystem 1 Mathematical finance 1 Mathematical optimization 1 Mathematical programming 1 Mathematics 1 Mathematik 1 Mathematische Optimierung 1 Performance measurement 1 Performance-Messung 1 Prognoseverfahren 1 Regional cluster 1
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Online availability
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Free 4 Undetermined 3
Type of publication
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Article 6 Book / Working Paper 1
Type of publication (narrower categories)
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Article in journal 6 Aufsatz in Zeitschrift 6 Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 7
Author
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Martens, David 2 Ramírez-Ayerbe, Jasone 2 Romero Morales, María Dolores 2 Aloise, Daniel 1 Bogetoft Pedersen, Peter 1 Brughmans, Dieter 1 Carrizosa, Emilio 1 Chen, Xiaofang 1 Förster, Maximilian 1 Hühn, Philipp 1 Klier, Mathias 1 Kluge, Kilian 1 Ma, Jingling 1 Melis, Lissa 1 Oliveira, Raphael Mazzine Barbosa de 1 Rocha, Caroline 1 Sörensen, Kenneth 1 Wang, Lu 1 Wu, Chong 1 Yu, Zecheng 1
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Published in...
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European journal of operational research : EJOR 3 Journal of decision systems 1 Journal of forecasting 1 Les cahiers du GERAD 1 Top : an official journal of the Spanish Society of Statistics and Operations Research 1
Source
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ECONIS (ZBW) 7
Showing 1 - 7 of 7
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On counterfactual explanations for clustering medoids
Aloise, Daniel; Rocha, Caroline - 2025
Persistent link: https://www.econbiz.de/10015458496
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Disagreement amongst counterfactual explanations : how transparency can be misleading
Brughmans, Dieter; Melis, Lissa; Martens, David - In: Top : an official journal of the Spanish Society of … 32 (2024) 3, pp. 429-462
Persistent link: https://www.econbiz.de/10015188206
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Mathematical optimization modelling for group counterfactual explanations
Carrizosa, Emilio; Ramírez-Ayerbe, Jasone; Romero … - In: European journal of operational research : EJOR 319 (2024) 2, pp. 399-412
Persistent link: https://www.econbiz.de/10015084224
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User-centric explainable AI : design and evaluation of an approach to generate coherent counterfactual explanations for structured data
Förster, Maximilian; Hühn, Philipp; Klier, Mathias; … - In: Journal of decision systems 32 (2023) 4, pp. 700-731
Persistent link: https://www.econbiz.de/10014422182
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A two-stage interpretable model to explain classifier in credit risk prediction
Wang, Lu; Yu, Zecheng; Ma, Jingling; Chen, Xiaofang; … - In: Journal of forecasting 44 (2025) 7, pp. 2132-2150
Persistent link: https://www.econbiz.de/10015464774
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Counterfactual analysis and target setting in benchmarking
Bogetoft Pedersen, Peter; Ramírez-Ayerbe, Jasone; … - In: European journal of operational research : EJOR 315 (2024) 3, pp. 1083-1095
Persistent link: https://www.econbiz.de/10014566074
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A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data
Oliveira, Raphael Mazzine Barbosa de; Sörensen, Kenneth; … - In: European journal of operational research : EJOR 317 (2024) 2, pp. 286-302
Persistent link: https://www.econbiz.de/10014635789
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