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Estimating the BIS capital adequacy ratio for Korean banks using machine learning : predicting by variable selection using random forest algorithms

Park, Jaewon; Shin, Minsoo; Heo, Wookjae - In: Risks : open access journal 9 (2021) 2/32, pp. 1-19

The purpose of this study is to find the most important variables that represent the future projections of the Bank of International Settlements' (BIS) capital adequacy ratio, which is the index of financial soundness in a bank as a comprehensive and important measure of capital adequacy. This...

Persistent link: https://www.econbiz.de/10012426967

Call me maybe : methods and practical implementation of artificial intelligence in call center arrivals' forecasting

Albrecht, Tobias; Rausch, Theresa Maria; Derra, … - In: Journal of business research : JBR 123 (2021), pp. 267-278

Persistent link: https://www.econbiz.de/10012430508

Application of machine learning techniques in railway demand forecasting

Alamdari, Neda Etebari; Anjos, Miguel F.; Savard, Gilles - In: International journal of revenue management : IJRM 12 (2021) 1/2, pp. 132-151

Persistent link: https://www.econbiz.de/10012521701

Predicting stock price using two-stage machine learning techniques

Zhang, Jun; Li, Lan; Chen, Wei - In: Computational economics 57 (2021) 4, pp. 1237-1261

Persistent link: https://www.econbiz.de/10012543291

Improving tourist arrival prediction : a big data and artificial neural network approach

Höpken, Wolfram Reinhold; Eberle, Tobias; Fuchs, Matthias - In: Journal of travel research : a quarterly publication of … 60 (2021) 5, pp. 998-1017

Persistent link: https://www.econbiz.de/10012593181

Asset return prediction via machine learning

Zhang, Liangliang - In: Journal of mathematical finance 9 (2019) 4, pp. 691-697

Persistent link: https://www.econbiz.de/10012433454

A machine learning approach to volatility forecasting

Christensen, Kim; Siggaard, Mathias Voldum; Veliyev, … - 2021

Persistent link: https://www.econbiz.de/10012434010

Predicting mortgage early delinquency with machine learning methods

Chen, Shunqin; Guo, Zhengfeng; Zhao, Xinlei - In: European journal of operational research : EJOR 290 (2021) 1, pp. 358-372

Persistent link: https://www.econbiz.de/10012436411

Economic nowcasting with long short-term memory artificial neural networks (LSTM)

Hopp, Daniel - 2021

Persistent link: https://www.econbiz.de/10012492809

Realized volatility forecasting with neural networks

Bucci, Andrea - In: Journal of financial econometrics 18 (2020) 3, pp. 502-531

Persistent link: https://www.econbiz.de/10012316696

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