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Ensemble classifiers for bankruptcy prediction using SMOTE and RFECV

Shahana, T.; Lavanya, Vilvanathan; Bhat, Aamir Rashid - In: International journal of enterprise network management … 15 (2024) 1, pp. 109-132

Persistent link: https://www.econbiz.de/10014512994

Quantum computing and deep learning methods for GDP growth forecasting

Alaminos, David; Salas, M. Belén; Fernández Gámez, … - In: Computational economics 59 (2022) 2, pp. 803-829

Persistent link: https://www.econbiz.de/10013169077

A hybrid model based on bidirectional long short-term memory neural network and Catboost for short-term electricity spot price forecasting

Zhang, Fan; Fleyeh, Hasan; Bales, Chris - In: Journal of the Operational Research Society 73 (2022) 2, pp. 301-325

Persistent link: https://www.econbiz.de/10013170134

Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading

Li, Yuze; Jiang, Shangrong; Li, Xuerong; Wang, Shouyang - In: Financial innovation : FIN 8 (2022), pp. 1-24

In recent years, Bitcoin has received substantial attention as potentially high-earning investment. However, its volatile price movement exhibits great financial risks. Therefore, how to accurately predict and capture changing trends in the Bitcoin market is of substantial importance to...

Persistent link: https://www.econbiz.de/10013170254

The role of news sentiment in oil futures returns and volatility forecasting : data-decomposition based deep learning approach

Li, Yuze; Jiang, Shangrong; Li, Xuerong; Wang, Shouyang - In: Energy economics 95 (2021), pp. 1-11

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Predicting Amazon customer reviews with deep confidence using deep learning and conformal prediction

Norinder, Ulf; Norinder, Petra - In: Journal of management analytics 9 (2022) 1, pp. 1-16

Persistent link: https://www.econbiz.de/10012820730

CVaR prediction model of the investment portfolio based on the convolutional neural network facilitates the risk management of the financial market

Wu, Zheng; Qiao, Yan; Huang, Shuai; Liu, HsienChen - In: Journal of global information management 30 (2022) 7, pp. 1-19

Persistent link: https://www.econbiz.de/10012800070

Macroeconomic and financial market analyses and predictions through deep learning

Kim, Soohyon - 2020

Persistent link: https://www.econbiz.de/10012546997

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

Persistent link: https://www.econbiz.de/10012547130

Modeling and forecasting the electricity clearing price : a novel BELM based pattern classification framework and a comparative analytic study on multi-layer BELM and LSTM

Shao, Zhen; Zheng, Qingru; Yang, Shanlin; Gao, Fei; … - In: Energy economics 86 (2020), pp. 1-21

Persistent link: https://www.econbiz.de/10012511679

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