✦ LIBER ✦

Integration of nonlinear independent component analysis and support vector regression for stock price forecasting

✍ Scribed by Kao, Ling-Jing; Chiu, Chih-Chou; Lu, Chi-Jie; Yang, Jung-Li

Book ID: 121791126
Publisher: Elsevier Science
Year: 2013
Tongue: English
Weight: 365 KB
Volume: 99
Category: Article
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2012.06.037

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Hybridizing nonlinear independent compon

Hybridizing nonlinear independent component analysis and support vector regression with particle swarm optimization for stock index forecasting

✍ Chi-Jie Lu 📂 Article 📅 2012 🏛 Springer-Verlag 🌐 English ⚖ 455 KB

Financial time series forecasting using

Financial time series forecasting using independent component analysis and support vector regression

✍ Chi-Jie Lu; Tian-Shyug Lee; Chih-Chou Chiu 📂 Article 📅 2009 🏛 Elsevier Science 🌐 English ⚖ 795 KB

A two-stage architecture for stock price

A two-stage architecture for stock price forecasting by integrating self-organizing map and support vector regression

✍ Sheng-Hsun Hsu; JJ Po-An Hsieh; Ting-Chih Chih; Kuei-Chu Hsu 📂 Article 📅 2009 🏛 Elsevier Science 🌐 English ⚖ 312 KB

Kernel principal component analysis and

Kernel principal component analysis and support vector machines for stock price prediction

✍ Ince, Huseyin; Trafalis, Theodore B. 📂 Article 📅 2007 🏛 Taylor and Francis Group 🌐 English ⚖ 379 KB

Integrating independent component analys

Integrating independent component analysis and support vector machine for multivariate process monitoring

✍ Chun-Chin Hsu; Mu-Chen Chen; Long-Sheng Chen 📂 Article 📅 2010 🏛 Elsevier Science 🌐 English ⚖ 831 KB

This study aims to develop an intelligent algorithm by integrating the independent component analysis (ICA) and support vector machine (SVM) for monitoring multivariate processes. For developing a successful SVM-based fault detector, the first step is feature extraction. In real industrial processes

Composite of adaptive support vector reg

Composite of adaptive support vector regression and nonlinear conditional heteroscedasticity tuned by quantum minimization for forecasts

✍ Bao Rong Chang; Hsiu-Fen Tsai 📂 Article 📅 2007 🏛 Springer US 🌐 English ⚖ 351 KB