Combining independent component analysis and growing hierarchical self-organizing maps with support vector regression in product demand forecasting

Author:

Lu Chi-Jie,Wang Yen-Wen

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Management Science and Operations Research,Economics and Econometrics,General Business, Management and Accounting

Reference36 articles.

1. Back, A., Weigend, 1997. Discovering structure in finance using independent component analysis. In: Proceedings of the Fifth International Conference on Neural Networks in Capital Market, Kluwer Academic, pp. 15–17.

2. Support vector machines experts for time series forecasting;Cao;Neurocomputing,2003

3. Chang, C.C., Lin, C.J.,2001.LIBSVM: a library for support vector machines, 〈http://www.csie.ntu.edu.tw/∼cjlin/libsvm〉.

4. Combining SOM and GA-CBR for flow time prediction in semiconductor manufacturing factory;Chang;Lecture Notes in Computer Science,2006

5. Evolving neural network for printed circuit board sales;Chang;Expert Systems with Applications,2005

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