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Explainable AI for operational research : a defining framework, methods, applications, and a research agenda
De Bock, Koen W.; Coussement, Kristof; Caigny, Arno de; … - In: European journal of operational research : EJOR 317 (2024) 2, pp. 249-272
Persistent link: https://www.econbiz.de/10014635783
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A novel credit rating migration modeling approach using macroeconomic indicators
Berteloot, Koen; Verbeke, Wouter; Castermans, Gerd; Van … - In: Journal of forecasting 32 (2013) 7, pp. 654-672
Persistent link: https://www.econbiz.de/10010202164
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Optimizing the preventive maintenance frequency with causal machine learning
Vanderschueren, Toon; Boute, Robert N.; Verdonck, Tim; … - In: International journal of production economics 258 (2023), pp. 1-11
Persistent link: https://www.econbiz.de/10014282794
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Forecasting loss given default models : impact of account characteristics and the macroeconomic state
Tobback, Ellen; Martens, David; Van Gestel, Tony; … - 2012
Persistent link: https://www.econbiz.de/10009669592
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Comprehensible credit scoring models using rule extraction from support vector machines
Martens, David; Baesens, Bart; Van Gestel, Tony; … - 2005
Persistent link: https://www.econbiz.de/10003267076
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Process mining as first-order classification learning on logs with negative events
Goedertier, Stijn; Martens, David; Baesens, Bart; … - In: Business process management workshops : BPM 2007 …, (pp. 42-53). 2008
Persistent link: https://www.econbiz.de/10003727447
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Recommendation-based Conceptual Modeling and Ontology Evolution Framework (CMOE+)
Gailly, Frederik; Alkhaldi, Nadejda; Casteleyn, Sven; … - In: Business & information systems engineering : BISE ; the … 59 (2017) 4, pp. 235-250
Persistent link: https://www.econbiz.de/10011719707
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Machine learning methods for short-term probability of default : a comparison of classification, regression and ranking methods
Coenen, Lize; Verbeke, Wouter; Guns, Tias - In: Journal of the Operational Research Society 73 (2022) 1, pp. 191-206
Persistent link: https://www.econbiz.de/10012872899
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To do or not to do? : cost-sensitive causal classification with individual treatment effect estimates
Verbeke, Wouter; Olaya, Diego; Guerry, Marie-Anne; … - In: European journal of operational research : EJOR 305 (2023) 2, pp. 838-852
Persistent link: https://www.econbiz.de/10013479326
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Uplift modeling and its implications for B2B customer churn prediction : a segmentation-based modeling approach
Caigny, Arno de; Coussement, Kristof; Verbeke, Wouter; … - In: Industrial marketing management : the international … 99 (2021), pp. 28-39
Persistent link: https://www.econbiz.de/10013206384