Search Results - subject:"Least squares support vector regression"

A multiscale and multivariable differentiated learning for carbon price forecasting

Chen, Linfei; Xuefeng, Zhao - In: Energy economics 131 (2024), pp. 1-19

Persistent link: https://www.econbiz.de/10015044808

Improving corporate bond recovery rate prediction using multi-factor support vector regressions

Nazemi, Abdolreza; Heidenreich, Konstantin; Fabozzi, … - In: European journal of operational research : EJOR 271 (2018) 2, pp. 664-675

Persistent link: https://www.econbiz.de/10011890354

Short-term forecasting of air passeneger by using hybrid seasonal decomposition and least squares support vector regression approaches

Xie, Gang; Wang, Shouyang; Lai, Kin Keung - In: Journal of air transport management 37 (2014), pp. 20-26

Persistent link: https://www.econbiz.de/10010372391

Empirical mode decomposition–based least squares support vector regression for foreign exchange rate forecasting

Lin, Chiun-Sin; Chiu, Sheng-Hsiung; Lin, Tzu-Yu - In: Economic Modelling 29 (2012) 6, pp. 2583-2590

, this study proposes a hybrid forecasting model using empirical mode decomposition (EMD) and least squares support vector … regression (LSSVR) for foreign exchange rate forecasting. EMD is used to decompose the dynamics of foreign exchange rate into …

Persistent link: https://www.econbiz.de/10010588250

Empirical mode decomposition-based least squares support vector regression for foreign exchange rate forecasting

Lin, Chiun-sin; Chiu, Sheng-hsiung; Lin, Tzu-yu - In: Economic modelling 29 (2012) 6, pp. 2583-2590

Persistent link: https://www.econbiz.de/10009673658