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How training on multiple time slices improves performance in churn prediction

Gattermann-Itschert, Theresa; Thonemann, Ulrich - In: European journal of operational research : EJOR 295 (2021) 2, pp. 664-674

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Proactive customer retention management in a non-contractual B2B setting based on churn prediction with random forests

Gattermann-Itschert, Theresa; Thonemann, Ulrich - In: Industrial marketing management : the international … 107 (2022), pp. 134-147

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Using machine learning to include planners' preferences in railway crew scheduling optimization

Gattermann-Itschert, Theresa; Poreschack, Laura Maria; … - In: Transportation science 57 (2023) 3, pp. 796-812

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Wie wir leben wollen : Kompendium zu Technikfolgen von Digitalisierung, Vernetzung und Künstlicher Intelligenz

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Supporting operational and real-time planning tasks of road freight transport with machine learning : guiding the implementation of machine learning algorithms

Lechtenberg, Sandra - 2023

World-wide trends such as globalization, demographic shifts, increased customer demands, and shorter product lifecycles present a significant challenge to the road freight transport industry: meeting the growing road freight transport demand economically while striving for...

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