A novel hybrid model using teaching–learning-based optimization and a support vector machine for commodity futures index forecasting
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Software
Link
http://link.springer.com/article/10.1007/s13042-015-0359-0/fulltext.html
Reference45 articles.
1. Bose S (2008) Commodity futures market in India: a study of trends in the national multi-commodity indices. ICRA Bull Money Finance 3(3):125–158
2. Cao LJ, Tay FEH (2003) Support vector machine with adaptive parameters in financial time series forecasting. IEEE Trans Neural Networks 14(6):1506–1518
3. Chauhan P, Pant M, Deep K (2015) Parameter optimization of multi-pass turning using chaotic PSO. Int J Mach Learn Cybern 6:319–337. doi: 10.1007/s13042-013-0221-1
4. Cherkassy V, Ma Y (2004) Practical selection of SVM parameters and noise estimation for SVM regression. Neural Netw 17(1):113–126
5. Chih-Chung C, Chin-Jen (2001) LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1–27:27. (Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvmLIBSVM )
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