Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Shian-Chang Huang
Article

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 journalArticle

1 Citation (Scopus)
10 Citations (Scopus)

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 journalArticle

1 Citation (Scopus)
1 Citation (Scopus)

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 journalArticle

3 Citations (Scopus)

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 journalArticle

2 Citations (Scopus)

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 journalArticle

24 Citations (Scopus)
7 Citations (Scopus)

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 journalArticle

16 Citations (Scopus)

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 journalArticle

2 Citations (Scopus)
6 Citations (Scopus)
2 Citations (Scopus)

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 journalArticle

4 Citations (Scopus)

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 journalArticle

18 Citations (Scopus)

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 journalArticle

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 journalArticle

23 Citations (Scopus)
6 Citations (Scopus)
Conference contribution

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 proceedingConference contribution

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. 6022386

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

2 Citations (Scopus)

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 proceedingConference contribution

Oil price forecasting with hierarchical multiple kernel machines

Huang, S. C. & Chang, L. F., 2014 Jan 1, Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014. IEEE Computer Society, p. 260-263 4 p. 6845868. (Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingConference contribution

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 proceedingConference contribution

1 Citation (Scopus)