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2011
Integrating spectral clustering with wavelet based kernel partial least square regressions for financial modeling and forecasting
Huang, S. C., 2011 Apr 1, In : Applied Mathematics and Computation. 217, 15, p. 6755-6764 10 p.Research output: Contribution to journal › Article
7
Citations
(Scopus)
2013
High-dimensional data mining in finance by Robust semi-supervised Kernel classifiers on maximum covariance discriminant subspace
Huang, S. C. & Wu, T. K., 2013 Oct, In : Information (Japan). 16, 10, p. 7473-7492 20 p.Research output: Contribution to journal › Article
2015
Using stepwise reality check to analyze open-end fund investors’n herding redemption in Taiwan
Wang, N. Y., Huang, C. J., Hsu, Y. L. & Huang, S-C., 2015 Jan 1, In : International Journal of Economics and Financial Issues. 5, 1, p. 260-272 13 p.Research output: Contribution to journal › Article
2012
Using Bayesian network and LRFM model in a pediatric dental clinic
Huang, S-C., Wei, J. T., Lin, S. Y. & Wu, H-H., 2012 Jul 30, Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012. p. 20-23 4 p. 6228238. (Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1
Citation
(Scopus)
2011
Forecasting stock indices with wavelet domain kernel partial least square regressions
Huang, S-C., 2011 Dec 1, In : Applied Soft Computing Journal. 11, 8, p. 5433-5443 11 p.Research output: Contribution to journal › Article
24
Citations
(Scopus)
2017
A big data analysis system for financial trading
Huang, S. C., 2017, In : Global Business and Finance Review. 22, 3, p. 32-44 13 p.Research output: Contribution to journal › Article
1
Citation
(Scopus)
2012
Robust semi-supervised SVM on kernel partial least discriminant space for high dimensional data mining
Huang, S-C. & Wu, T-K., 2012 Jul 30, 2012 International Conference on Information Science and Applications, ICISA 2012. 6220924. (2012 International Conference on Information Science and Applications, ICISA 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2011
Applying GARCH-EVT-copula models for portfolio value-at-risk on G7 currency markets
Huang, S-C., Chienb, Y. H. & Wangc, R. C., 2011 Aug 1, In : International Research Journal of Finance and Economics. 74, p. 136-151 16 p.Research output: Contribution to journal › Article
3
Citations
(Scopus)
2018
Energy commodity price forecasting with deep multiple kernel learning
Huang, S. C. & Wu, C. F., 2018 Nov, In : Energies. 11, 11, 3029.Research output: Contribution to journal › Article
2
Citations
(Scopus)
2012
Time-varying dependency and structural changes in currency markets
Hsieh, C. H. & Huang, S. C., 2012 Mar 1, In : Emerging Markets Finance and Trade. 48, 2, p. 94-127 34 p.Research output: Contribution to journal › Article
4
Citations
(Scopus)
2011
Wavelet-based multi-resolution GARCH model for financial spillover effects
Huang, S. C., 2011 Jul 1, In : Mathematics and Computers in Simulation. 81, 11, p. 2529-2539 11 p.Research output: Contribution to journal › Article
23
Citations
(Scopus)
2016
A new approach to identify high burnout medical staffs by kernel K-means cluster analysis in a regional teaching hospital in Taiwan
Lee, Y. C., Huang, S. C., Huang, C. H. & Wu, H. H., 2016, In : Inquiry (United States). 53Research output: Contribution to journal › Article
10
Citations
(Scopus)
2011
Credit quality assessments using manifold based semi-supervised discriminant analysis and support vector machines
Huang, S-C. & Wu, T-K., 2011 Oct 6, Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011. Vol. 4. p. 2037-2041 5 p. 6022386Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2012
Kernel local Fisher discriminant analysis based manifold-regularized SVM model for financial distress predictions
Huang, S-C., Tang, Y-C., Lee, C. W. & Chang, M. J., 2012 Feb 15, In : Expert Systems with Applications. 39, 3, p. 3855-3861 7 p.Research output: Contribution to journal › Article
16
Citations
(Scopus)
2015
Intelligent data mining systems by generalized multiple kernel machines on graph based subspace
Huang, S. C. & Wu, T. K., 2015 Sep 23, Proceedings of the 2015 7th IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2015 and Robotics, Automation and Mechatronics, RAM 2015. Institute of Electrical and Electronics Engineers Inc., p. 120-125 6 p. 7274559. (Proceedings of the 2015 7th IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2015 and Robotics, Automation and Mechatronics, RAM 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2020
Online sequential pattern mining and association discovery by advanced artificial intelligence and machine learning techniques
Huang, S. C., Chiou, C. C., Chiang, J. T. & Wu, C. F., 2020 Jun 1, In : Soft Computing. 24, 11, p. 8021-8039 19 p.Research output: Contribution to journal › Article
2
Citations
(Scopus)
2011
Rough sets as a knowledge discovery and classification tool for the diagnosis of students with learning disabilities
Wu, T. K., Huang, S. C., Meng, Y. R., Liang, W. Y. & Lin, Y. C., 2011 Feb, In : International Journal of Computational Intelligence Systems. 4, 1, p. 29-43 15 p.Research output: Contribution to journal › Article
6
Citations
(Scopus)
Customizing asynchronous parallel pattern search algorithm to improve ANN classifier for learning disabilities students identification
Wu, T. K., Huang, S. C., Chiou, W. W. & Meng, Y. R., 2011 Oct 6, Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011. p. 1639-1643 5 p. 6022322. (Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011; vol. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2
Citations
(Scopus)
2013
Composite kernel machines on kernel local fisher discriminant space for financial data mining
Huang, S-C. & Wu, T-K., 2013 Dec 1, IET International Conference on Information and Communications Technologies, IETICT 2013. 618 CP ed. Vol. 2013. p. 58-63 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2012
Wavelet-based relevance vector regression model coupled with phase space reconstruction for exchange rate forecasting
Huang, S. C. & Hsieh, C. H., 2012 Mar 1, In : International Journal of Innovative Computing, Information and Control. 8, 3 A, p. 1917-1930 14 p.Research output: Contribution to journal › Article
6
Citations
(Scopus)
2011
Using Gaussian process based kernel classifiers for credit rating forecasting
Huang, S-C., 2011 Jul 1, In : Expert Systems with Applications. 38, 7, p. 8607-8611 5 p.Research output: Contribution to journal › Article
18
Citations
(Scopus)
2020
The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach
Wu, C. F., Huang, S. C., Chang, T., Chiou, C. C. & Hsueh, H. P., 2020 Jul, In : Journal of Computational and Applied Mathematics. 372, 112660.Research output: Contribution to journal › Article
2
Citations
(Scopus)
A novel intelligent option price forecasting and trading system by multiple kernel adaptive filters
Huang, S. C., Chiou, C. C., Chiang, J. T. & Wu, C. F., 2020 May 1, In : Journal of Computational and Applied Mathematics. 369, 112560.Research output: Contribution to journal › Article
1
Citation
(Scopus)
2017
An intelligent system for business data mining
Huang, S. C., Wu, T. K. & Wang, N. Y., 2017, In : Global Business and Finance Review. 22, 2, p. 1-7 7 p.Research output: Contribution to journal › Article
1
Citation
(Scopus)