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Using machine learning to analyze air traffic management actions : ground delay program case study
Liu, Yulin; Liu, Yi; Hansen, Mark; Pozdnukhov, Alexey; … - In: Transportation research / E : an international journal 131 (2019), pp. 80-95
Persistent link: https://www.econbiz.de/10012129063
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The use of classification models to identify factors differentiating the competitiveness of the EU-15 and EU-13 countries
Kleszcz, Agnieszka - In: International journal of computational economics and … 13 (2023) 1, pp. 110-128
Persistent link: https://www.econbiz.de/10014307737
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What can we learn from what a machine has learned? : interpreting credit risk machine learning models
Bharodia, Nehalkumar; Chen, Wei - In: The journal of risk model validation 15 (2021) 2, pp. 1-22
Persistent link: https://www.econbiz.de/10012817198
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The impact of the U.S. macroeconomic variables on the CBOE VIX Index
Prasad, Akhilesh; Bakhshi, Priti; Seetharaman, Arumugam - In: Journal of Risk and Financial Management 15 (2022) 3, pp. 1-25
The purpose of this study is to find the influence of various macroeconomic factors on the volatility index, as macroeconomic factors affect stock market volatility, resulting in an impact on the VIX Index, representing the risk in the stock market. To estimate the significance and importance of...
Persistent link: https://www.econbiz.de/10013201429
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The impact of the U.S. macroeconomic variables on the CBOE VIX Index
Prasad, Akhilesh; Bakhshi, Priti; Seetharaman, Arumugam - In: Journal of risk and financial management : JRFM 15 (2022) 3, pp. 1-25
The purpose of this study is to find the influence of various macroeconomic factors on the volatility index, as macroeconomic factors affect stock market volatility, resulting in an impact on the VIX Index, representing the risk in the stock market. To estimate the significance and importance of...
Persistent link: https://www.econbiz.de/10013163867
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User churn model in e-commerce retail
Fridrich, Martin; Dostál, Petr - In: Scientific papers of the University of Pardubice 30 (2022) 1, pp. 1-12
In e-commerce retail, maintaining a healthy customer base through retention management is necessary. Churn prediction efforts support the goal of retention and rely upon dependent and independent characteristics. Unfortunately, there does not appear to be a consensus regarding a user churn...
Persistent link: https://www.econbiz.de/10013206075
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Role of the global volatility indices in predicting the volatility index of the Indian economy
Prasad, Akhilesh; Bakhshi, Priti - In: Risks : open access journal 10 (2022) 12, pp. 1-18
Movements in the volatility index of the Indian economy are influenced by global volatility indices (fear index). This study evaluates the influence of various global implied volatility indices in forecasting the day-to-day binary movements in the implied volatility index of India, denoted by...
Persistent link: https://www.econbiz.de/10014230843
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Improving the spatial-temporal generalization of flight block time prediction : a development of stacking models
Wang, Chunzheng; Hu, Minghua; Yang, Lei; Zhao, Zheng - In: Journal of air transport management 103 (2022), pp. 1-17
Persistent link: https://www.econbiz.de/10013364312
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A novel default risk prediction and feature importance analysis technique for marketplace lending using machine learning
Imam, Sana Hassan; Huhn, Sebastian; Hornuf, Lars; … - In: Credit and capital markets : Kredit und Kapital 56 (2023) 1, pp. 27-62
Marketplace lending has fundamentally changed the relationship between borrowers and lenders in financial markets. As with many other financial products that have emerged in recent years, internet-based investors may be inexperienced in marketplace lending, highlighting the importance of...
Persistent link: https://www.econbiz.de/10014518604
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Kodierung des Geburtsstaats in der Wanderungsstatistik: Ein Vergleich regelbasierter Signierung mit Verfahren des maschinellen Lernens
Feuerhake, Jörg; Lange, Kerstin; Siegismund, Annelen; … - In: WISTA - Wirtschaft und Statistik 72 (2020) 3, pp. 98-110
Seit dem Berichtsjahr 2008 enthalten die Datenlieferungen zur deutschen amtlichen Wanderungsstatistik Angaben zum Geburtsstaat von zu-, fort- und umziehenden Personen. Wegen unzureichender Qualität wurden diese Daten bislang nur für Schätzungen nach Geburtsstaatengruppen im Rahmen...
Persistent link: https://www.econbiz.de/10012234271