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Configurations of business founder resources, strategy, and environment determining new venture performance

Debrulle, Jonas; Steffens, Paul; De Bock, Koen W.; De … - In: Journal of Small Business Management (2020), pp. 1-38

Persistent link: https://www.econbiz.de/10012407890

A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees

Caigny, Arno de; Coussement, Kristof; De Bock, Koen W. - In: European journal of operational research : EJOR 269 (2018) 2, pp. 760-772

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A framework for configuring collaborative filtering-based recommendations derived from purchase data

Geuens, Stijn; Coussement, Kristof; De Bock, Koen W. - In: European journal of operational research : EJOR 265 (2018) 1, pp. 208-218

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Cost-sensitive business failure prediction when misclassification costs are uncertain : a heterogeneous ensemble selection approach

De Bock, Koen W.; Coussement, Kristof; Lessmann, Stefan - In: European journal of operational research : EJOR 285 (2020) 2, pp. 612-630

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Incorporating textual information in customer churn prediction models based on a convolutional neural network

Caigny, Arno de; Coussement, Kristof; De Bock, Koen W.; … - In: International journal of forecasting 36 (2020) 4, pp. 1563-1578

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Advanced database marketing : innovative methodologies and applications for managing customer relationships

De Bock, Koen W. (contributor); … - 2016

Persistent link: https://www.econbiz.de/10015067707

Explainable profit-driven hotel booking cancellation prediction based on heterogeneous stacking-based ensemble classification

Liu, Zhenkun; De Bock, Koen W.; Zhang, Lifang - In: European journal of operational research : EJOR 321 (2025) 1, pp. 284-301

Persistent link: https://www.econbiz.de/10015094978

Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction

Liu, Zhenkun; Jiang, Ping; De Bock, Koen W.; Wang, Jianzhou - In: Technological forecasting and social change : an … 198 (2024), pp. 1-16

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Explainable analytics for operational research

De Bock, Koen W.; Coussement, Kristof; Caigny, Arno de - In: European journal of operational research : EJOR 317 (2024) 2, pp. 243-248

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Neural Network Survival Analysis for Personal Loan Data

Baesens, Bart; Van Gestel, Tony; Stepanova, Maria; Van … - 2005

Traditionally, credit scoring aimed at distinguishing good payers from bad payers at the time of the application. The timing when customers default is also interesting to investigate since it can provide the bank with the ability to do profit scoring. Analysing when customers default is...

Persistent link: https://www.econbiz.de/10009458170