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Tailoring inventory classification to industry applications : the benefits of understandable machine learning
Svoboda, Josef; Minner, Stefan - In: International journal of production research 60 (2022) 1, pp. 388-401
Persistent link: https://www.econbiz.de/10012873158
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A hybrid ensemble learning-based prediction model to minimise delay in air cargo transport using bagging and stacking
Sahoo, Rosalin; Pasayat, Ajit Kumar; Bhowmick, Bhaskar; … - In: International journal of production research 60 (2022) 2, pp. 644-660
Persistent link: https://www.econbiz.de/10012873196
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The role of (non-)topological features as drivers of systemic risk: a machine learning approach
Alexandre, Michel; Silva, Thiago Christiano; … - 2021
Persistent link: https://www.econbiz.de/10012990279
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A machine learning approach to itinerary-level booking prediction in competitive airline markets
Hopman, Daniel; Koole, Ger M.; Mei, R. D. van der - In: International journal of revenue management : IJRM 12 (2021) 3/4, pp. 153-191
Persistent link: https://www.econbiz.de/10012990601
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Modeling dynamic user interests : a neural matrix factorization approach
Dhillon, Paramveer S.; Aral, Sinan - In: Marketing science : the marketing journal of the … 40 (2021) 6, pp. 1059-1080
Persistent link: https://www.econbiz.de/10012796215
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Forecasting social unrest : a machine learning approach
Redl, Chris; Hlatshwayo, Sandile - 2021
We produce a social unrest risk index for 125 countries covering a period of 1996 to 2020. The risk of social unrest is based on the probability of unrest in the following year derived from a machine learning model drawing on over 340 indicators covering a wide range of macro-financial,...
Persistent link: https://www.econbiz.de/10012796240
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Forecasting carbon price using a multi-objective least squares support vector machine with mixture kernels
Zhu, Bangzhu; Ye, Shunxin; Wang, Ping; Chevallier, Julien; … - In: Journal of forecasting 41 (2022) 1, pp. 100-117
Persistent link: https://www.econbiz.de/10012796273
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An improved integral column generation algorithm using machine learning for aircrew pairing
Tahir, Adil; Quesnel, Frédéric; Desaulniers, Guy; El … - In: Transportation science : a journal of the Institute for … 55 (2021) 6, pp. 1411-1429
Persistent link: https://www.econbiz.de/10012796990
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Predicting P2P lenders' decisions : the prospect theory approach
Lu, Yong; Sheng, Zhexiang; Zhang, Kaidong; Duan, Qiang - In: International journal of electronic business : IJEB 17 (2022) 1, pp. 1-12
Persistent link: https://www.econbiz.de/10012798919
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Does high-frequency social media data improve forecasts of low-frequency consumer confidence measures?
Lehrer, Steven F.; Xie, Tian; Zeng, Tao - In: Journal of financial econometrics 19 (2021) 5, pp. 910-933
Persistent link: https://www.econbiz.de/10012799054