Search Results - subject:"deep neural network"

Ensemble learning or deep learning? Application to default risk analysis

Hamori, Shigeyuki; Kawai, Minami; Kume, Takahiro; … - In: Journal of Risk and Financial Management 11 (2018) 1, pp. 1-14

Proper credit-risk management is essential for lending institutions, as substantial losses can be incurred when borrowers default. Consequently, statistical methods that can measure and analyze credit risk objectively are becoming increasingly important. This study analyzes default payment data...

Persistent link: https://www.econbiz.de/10012611000

Ensemble learning or deep learning? : application to default risk analysis

Hamori, Shigeyuki; Kawai, Minami; Kume, Takahiro; … - In: Journal of risk and financial management : JRFM 11 (2018) 1, pp. 1-14

Persistent link: https://www.econbiz.de/10011855150

Robotized interior finishing operations with visual feedback

Jiang, Xin; Li, Xiang - In: Industrial Robot: the international journal of robotics … 49 (2021) 1, pp. 141-149

wall sanding. Second, a new method based on a deep neural network is proposed to process the visual information capturing …

Persistent link: https://www.econbiz.de/10014835418

A cross-sectional machine learning approach for hedge fund return prediction and selection

Wu, Wenbo; Chen, Jiaqi; Yang, Zhibin; Tindall, Michael L. - In: Management science : journal of the Institute for … 67 (2021) 7, pp. 4577-4601

Persistent link: https://www.econbiz.de/10012624639

Soft sensor of flotation froth grade classification based on hybrid deep neural network

Zhang, Dingsen; Gao, Xianwen - In: International journal of production research 59 (2021) 16, pp. 4794-4810

Persistent link: https://www.econbiz.de/10012625724

Patent value analysis using deep learning models : the case of IoT technology mining for the manufacturing industry

Trappey, Amy J. C.; Trappey, Charles V.; Govindarajan, … - In: IEEE transactions on engineering management : EM 68 (2021) 5, pp. 1334-1346

Persistent link: https://www.econbiz.de/10012659372

Optimal market-making strategies under synchronised order arrivals with deep neural networks

Choi, So Eun; Jang, Hyun Jin; Lee, Kyungsub; Zheng, Harry - In: Journal of economic dynamics & control 125 (2021), pp. 1-25

Persistent link: https://www.econbiz.de/10012666978

Deep learning-based least squares forward-backward stochastic differential equation solver for high-dimensional derivative pricing

Liang, Jian; Xu, Zhe; Li, Peter - In: Quantitative finance 21 (2021) 8, pp. 1309-1323

Persistent link: https://www.econbiz.de/10012608649

Using deep learning to develop a stock price prediction model based on individual investor emotions

Chun, Jaeheon; Ahn, Jaejoon; Kim, Youngmin; Lee, Sukjun - In: The journal of behavioral finance : a publication of … 22 (2021) 4, pp. 480-489

Persistent link: https://www.econbiz.de/10012649948

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