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• 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 七月 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).

  研究成果: Conference contribution

  • Pediatrics
  • Bayesian networks
  • Health insurance
  1 引文 斯高帕斯（Scopus）
• 2017

  A big data analysis system for financial trading

  Huang, S. C., 2017, 於: Global Business and Finance Review. 22, 3, p. 32-44 13 p.

  研究成果: Article › 同行評審

  • Systems Analysis
  • Big Data
  • Kernel
  • Feature Extraction
  • Risk Management
  1 引文 斯高帕斯（Scopus）
• 2011

  Credit quality assessments using manifold based semi-supervised discriminant analysis and support vector machines

  Huang, S-C. & Wu, T-K., 2011 十月 6, Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011. 卷 4. p. 2037-2041 5 p. 6022386

  研究成果: Conference contribution

  • Support Vector Machine
  • Discriminant Analysis
  • Discriminant analysis
  • Support vector machines
  • Classifiers
• 2018

  Energy commodity price forecasting with deep multiple kernel learning

  Huang, S. C. & Wu, C. F., 2018 十一月, 於: Energies. 11, 11, 3029.

  研究成果: Article › 同行評審

  • Forecasting
  • Learning
  • kernel
  • Energy
  • Oils
  2 引文 斯高帕斯（Scopus）
• 2011

  Forecasting stock indices with wavelet domain kernel partial least square regressions

  Huang, S-C., 2011 十二月 1, 於: Applied Soft Computing Journal. 11, 8, p. 5433-5443 11 p.

  研究成果: Article › 同行評審

  • Wavelet analysis
  • Time series
  • Support vector machines
  • Neural networks
  26 引文 斯高帕斯（Scopus）

• Integrating spectral clustering with wavelet based kernel partial least square regressions for financial modeling and forecasting

  Huang, S. C., 2011 四月 1, 於: Applied Mathematics and Computation. 217, 15, p. 6755-6764 10 p.

  研究成果: Article › 同行評審

  • Financial Modeling
  • Spectral Clustering
  • Partial Least Squares Regression
  • Forecasting
  • Wavelets
  7 引文 斯高帕斯（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 七月, 於: Journal of Computational and Applied Mathematics. 372, 112660.

  研究成果: Article › 同行評審

  • Economic Growth
  • Machine Learning
  • India
  • Government
  • Japan
  4 引文 斯高帕斯（Scopus）
• 2011

  Using Gaussian process based kernel classifiers for credit rating forecasting

  Huang, S-C., 2011 七月 1, 於: Expert Systems with Applications. 38, 7, p. 8607-8611 5 p.

  研究成果: Article › 同行評審

  • Support vector machines
  • Classifiers
  • Labels
  • Feature extraction
  • Economics
  19 引文 斯高帕斯（Scopus）
• 2017

  An intelligent system for business data mining

  Huang, S. C., Wu, T. K. & Wang, N. Y., 2017, 於: Global Business and Finance Review. 22, 2, p. 1-7 7 p.

  研究成果: Article › 同行評審

  • Business Data
  • Intelligent Systems
  • Kernel
  • Discriminant Analysis
  • Data Mining
  1 引文 斯高帕斯（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, 於: Inquiry (United States). 53

  研究成果: Article › 同行評審

  • Psychological Burnout
  • Medical Staff
  • Taiwan
  • Teaching Hospitals
  • Cluster Analysis
  12 引文 斯高帕斯（Scopus）
• 2014

  Oil price forecasting with hierarchical multiple kernel machines

  Huang, S. C. & Chang, L. F., 2014 一月 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).

  研究成果: Conference contribution

  • Oils
  • Financial markets
  • Gold
  • Neural networks
• 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 二月 15, 於: Expert Systems with Applications. 39, 3, p. 3855-3861 7 p.

  研究成果: Article › 同行評審

  • Discriminant analysis
  • Support vector machines
  • Classifiers
  • Pattern recognition
  • Geometry
  19 引文 斯高帕斯（Scopus）

• Robust semi-supervised SVM on kernel partial least discriminant space for high dimensional data mining

  Huang, S-C. & Wu, T-K., 2012 七月 30, 2012 International Conference on Information Science and Applications, ICISA 2012. 6220924. (2012 International Conference on Information Science and Applications, ICISA 2012).

  研究成果: Conference contribution

  • Data mining
  • Support vector machines
  • Classifiers
  • Separators
  • Pattern recognition

• Wavelet-based relevance vector regression model coupled with phase space reconstruction for exchange rate forecasting

  Huang, S. C. & Hsieh, C. H., 2012 三月 1, 於: International Journal of Innovative Computing, Information and Control. 8, 3 A, p. 1917-1930 14 p.

  研究成果: Article › 同行評審

  • Phase Space Reconstruction
  • Exchange rate
  • Forecasting
  • Relevance
  • Wavelets
  6 引文 斯高帕斯（Scopus）
• 2011

  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 十月 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; 卷 3).

  研究成果: Conference contribution

  • Identification (Psychology)
  • Learning Disorders
  • Students
  • Classifiers
  • Neural networks
  3 引文 斯高帕斯（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 八月 1, 於: International Research Journal of Finance and Economics. 74, p. 136-151 16 p.

  研究成果: Article › 同行評審

  • GJR-GARCH Model
  • Copula
  • Currency Market
  • GARCH
  • Value at Risk
  3 引文 斯高帕斯（Scopus）
• 2020

  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 五月 1, 於: Journal of Computational and Applied Mathematics. 369, 112560.

  研究成果: Article › 同行評審

  • Adaptive Filter
  • Forecasting
  • Adaptive filters
  • kernel
  • Glossaries
  1 引文 斯高帕斯（Scopus）
• 2012

  Time-varying dependency and structural changes in currency markets

  Hsieh, C. H. & Huang, S. C., 2012 三月 1, 於: Emerging Markets Finance and Trade. 48, 2, p. 94-127 34 p.

  研究成果: Article › 同行評審

  • Currency Market
  • Structural Change
  • Taiwan
  • Time-varying
  • Currency Depreciation
  4 引文 斯高帕斯（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 二月, 於: International Journal of Computational Intelligence Systems. 4, 1, p. 29-43 15 p.

  研究成果: Article › 同行評審

  • Disability
  • Knowledge Discovery
  • Rough Set
  • Learning
  • Data mining
  6 引文 斯高帕斯（Scopus）
• 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 六月 1, 於: Soft Computing. 24, 11, p. 8021-8039 19 p.

  研究成果: Article › 同行評審

  • Sequential Patterns
  • Mining
  • Artificial Intelligence
  • Machine Learning
  • Artificial intelligence
  2 引文 斯高帕斯（Scopus）
• 2011

  Wavelet-based multi-resolution GARCH model for financial spillover effects

  Huang, S. C., 2011 七月 1, 於: Mathematics and Computers in Simulation. 81, 11, p. 2529-2539 11 p.

  研究成果: Article › 同行評審

  • Stock Index
  • Taiwan
  • GARCH Model
  • Multiresolution
  • Volatility
  24 引文 斯高帕斯（Scopus）