Search Results - subject:"Autoencoder"

Autoencoder asset pricing models

Gu, Shihao; Kelly, Bryan T.; Xiu, Dacheng - In: Journal of econometrics 222 (2021) 1,2, pp. 429-450

Persistent link: https://www.econbiz.de/10012619654

Prediction of the Indian summer monsoon using a stacked autoencoder and ensemble regression model

Saha, Moumita; Santara, Anirban; Mitra, Pabitra; … - In: International journal of forecasting 37 (2021) 1, pp. 58-71

Persistent link: https://www.econbiz.de/10012692591

A system evaluation of NBA rookie contract execution efficiency with stacked Autoencoder and hybrid DEA

Zhu, Qing; Zuo, Renxian; Li, Yuze; Liu, Shan - In: Operational research : an international journal 21 (2021) 4, pp. 2771-2807

Persistent link: https://www.econbiz.de/10012663293

Big data driven jobs remaining time prediction in discrete manufacturing system : a deep learning-based approach

Fang, Weiguang; Guo, Yu; Liao, Wenhe; Ramani, Karthik; … - In: International journal of production research 58 (2020) 9, pp. 2751-2766

Persistent link: https://www.econbiz.de/10012265268

Claims frequency modeling using telematics car driving data

Gao, Guangyuan; Meng, Shengwang; Wüthrich, Mario V. - In: Scandinavian actuarial journal 2019 (2019) 2, pp. 143-162

Persistent link: https://www.econbiz.de/10012194942

Combining geographical and social influences with deep learning for personalized point-of-interest recommendation

Guo, Junpeng; Zhang, Wenxiang; Fan, Weiguo; Li, Wenhua - In: Journal of management information systems : JMIS 35 (2018) 4, pp. 1121-1153

Persistent link: https://www.econbiz.de/10011975701

A deep learning ensemble approach for crude oil price forecasting

Zhao, Yang; Li, Jianping; Yu, Lean - In: Energy economics 66 (2017), pp. 9-16

Persistent link: https://www.econbiz.de/10011896417

Bankruptcy prediction using machine learning

Wang, Nanxi - In: Journal of mathematical finance 7 (2017) 4, pp. 908-918

Persistent link: https://www.econbiz.de/10011859939

Model of MT and MST areas using an autoencoder

Katayama, Katsuki; Ando, Masataka; Horiguchi, Tsuyoshi - In: Physica A: Statistical Mechanics and its Applications 322 (2003) C, pp. 531-545

three-layered autoencoder. Noise effect is taken into account by using the framework of statistical physics. We define a … cost function of the autoencoder, from which a learning rule is derived by a gradient descent method, within a mean …

Persistent link: https://www.econbiz.de/10010591234