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1

A novel intelligent option price forecasting and trading system by multiple kernel adaptive filters

Huang, Shian-Chang, Chiou, Chei-Chang, Chiang, Jui-Te, Wu, Cheng-Feng

Journal:

Journal of Computational and Applied Mathematics

Year:

2019

Language:

english

File:

PDF, 779 KB

english, 2019

2

Combining wavelet-based feature extractions with SVMs for financial time series forecasting

Huang, Shian-Chang

Journal:

Journal of Statistics and Management Systems

Year:

2008

Language:

english

File:

PDF, 228 KB

english, 2008

3

Energy Commodity Price Forecasting with Deep Multiple Kernel Learning

Huang, Shian-Chang, Wu, Cheng-Feng

Journal:

Year:

2018

Language:

english

File:

PDF, 507 KB

english, 2018

4

Chaos-based support vector regressions for exchange rate forecasting

Shian-Chang Huang, Pei-Ju Chuang, Cheng-Feng Wu, Hiuen-Jiun Lai

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 670 KB

english, 2010

5

Forecasting stock indices with wavelet domain kernel partial least square regressions

Shian-Chang Huang

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 742 KB

english, 2011

6

Pricing foreign equity options under Lévy processes

Shian-Chang Huang, Mao-Wei Hung

Journal:

Journal of Futures Markets

Year:

2005

Language:

english

File:

PDF, 262 KB

english, 2005

7

Using Gaussian process based kernel classifiers for credit rating forecasting

Shian-Chang Huang

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 203 KB

english, 2011

8

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

Shian-Chang Huang

Journal:

Mathematics and Computers in Simulation

Year:

2011

Language:

english

File:

PDF, 237 KB

english, 2011

9

A case study of applying data mining techniques in an outfitter’s customer value analysis

Shian-Chang Huang, En-Chi Chang, Hsin-Hung Wu

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 192 KB

english, 2009

10

Combining wavelet-based feature extractions with relevance vector machines for stock index forecasting

Shian-Chang Huang, Tung-Kuang Wu

Journal:

Year:

2008

Language:

english

File:

PDF, 821 KB

english, 2008

11

Kernel local Fisher discriminant analysis based manifold-regularized SVM model for financial distress predictions

Shian-Chang Huang, Yu-Cheng Tang, Chih-Wei Lee, Ming-Jen Chang

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 228 KB

english, 2012

12

Financial Forecasting by Modified Kalman Filters and Kernel Machines

Huang, Shian-Chang, Wang, Nan-Yu, Li, Tzu-Ying, Lee, Yi-Ching, Chang, Lung-Fu, Pan, Tzu-Hui

Journal:

Journal of Statistics and Management Systems

Year:

2013

Language:

english

File:

PDF, 366 KB

english, 2013

13

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Forecasting stock indices with wavelet-based kernel partial least square regressions

Shian-Chang Huang,, Tung-Kuang Wu,

Year:

2008

Language:

english

File:

PDF, 171 KB

english, 2008

14

Term structure of credit spreads with learning and anticipation effects

Huang, Shian-Chang

Journal:

Journal of Information and Optimization Sciences

Year:

2011

Language:

english

File:

PDF, 651 KB

english, 2011

15

Using SVMs with embedded recursive feature selections for credit rating forecasting

Huang, Shian-Chang, Huang, Ming-Hsiang

Journal:

Journal of Statistics and Management Systems

Year:

2010

Language:

english

File:

PDF, 207 KB

english, 2010

16

Domestic and international leverage effects of major Asian stock markets based on stochastic volatility models

Huang, Shian-Chang

Journal:

Journal of Statistics and Management Systems

Year:

2009

Language:

english

File:

PDF, 279 KB

english, 2009

17

Managing supply chain risk with options and online spot markets

Chen, Shieh-Liang, Huang, Shian-Chang

Journal:

Journal of Statistics and Management Systems

Year:

2010

Language:

english

File:

PDF, 311 KB

english, 2010

18

Portfolio value-at-risk by Bayesian conditional EVT-copula models: taking an Asian index portfolio for example

Liao, Guenter, Pan, Tzu-Hui, Chang, Lung-Fu, Huang, Shian-Chang, Wu, Cheng-Feng

Journal:

Journal of Statistics and Management Systems

Year:

2012

Language:

english

File:

PDF, 1.63 MB

english, 2012

19

Time-Varying Dependency and Structural Changes in Currency Markets

Hsieh, Chia-Hsun, Huang, Shian-Chang

Journal:

Emerging Markets Finance and Trade

Year:

2012

Language:

english

File:

PDF, 4.04 MB

english, 2012

20

Stochastic control of annuity contracts under model misspecification

Chang, Lung-fu, Pan, Tzu-Hui, Huang, Shian-Chang

Journal:

Journal of Information and Optimization Sciences

Year:

2012

Language:

english

File:

PDF, 405 KB

english, 2012

21

Online sequential pattern mining and association discovery by advanced artificial intelligence and machine learning techniques

Huang, Shian-Chang, Chiou, Chei-Chang, Chiang, Jui-Te, Wu, Cheng-Feng

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2019

Language:

english

File:

PDF, 1.07 MB

english, 2019

22

The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach

Wu, Cheng-Feng, Huang, Shian-Chang, Chang, Tsangyao, Chiou, Chei-Chang, Hsueh, Hsin-Pei

Journal:

Journal of Computational and Applied Mathematics

Year:

2020

File:

PDF, 565 KB

2020

23

Online option price forecasting by using unscented Kalman filters and support vector machines

Shian-Chang Huang

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 195 KB

english, 2008

24

Integrating GA-based time-scale feature extractions with SVMs for stock index forecasting

Shian-Chang Huang, Tung-Kuang Wu

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 260 KB

english, 2008

25

Integrating nonlinear graph based dimensionality reduction schemes with SVMs for credit rating forecasting

Shian-Chang Huang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 173 KB

english, 2009

26

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

Shian-Chang Huang

Journal:

Applied Mathematics and Computation

Year:

2011

Language:

english

File:

PDF, 404 KB

english, 2011

27

Evaluation of ANN and SVM classifiers as predictors to the diagnosis of students with learning disabilities

Tung-Kuang Wu, Shian-Chang Huang, Ying-Ru Meng

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 202 KB

english, 2008

28

Integrating recurrent SOM with wavelet-based kernel partial least square regressions for financial forecasting

Shian-Chang Huang, Tung-Kuang Wu

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 474 KB

english, 2010

29

UsingK-means method and spectral clustering technique in an outfitter’s value analysis

En-Chi Chang, Shian-Chang Huang, Hsin-Hung Wu

Journal:

Quality & Quantity

Year:

2010

Language:

english

File:

PDF, 139 KB

english, 2010

30

[Institution of Engineering and Technology IET International Conference on Information and Communications Technologies (IETICT 2013) - Beijing, China (27-29 April 2013)] IET International Conference on Information and Communications Technologies (IETICT 2013) - Composite kernel machines on kernel local fisher discriminant space for financial data mining

Shian-Chang Huang,, Tung-Kuang Wu,

Year:

2013

Language:

english

File:

PDF, 172 KB

english, 2013

31

Option pricing under copula-based asymmetric dynamic leverage effects

Huang, Lin-Ying, Huang, Shian-Chang

Journal:

Journal of Information and Optimization Sciences

Year:

2010

Language:

english

File:

PDF, 410 KB

english, 2010

32

[IEEE 2012 International Symposium on Computer, Consumer and Control (IS3C) - Taichung, Taiwan (2012.06.4-2012.06.6)] 2012 International Symposium on Computer, Consumer and Control - Using Bayesian Network and LRFM Model in a Pediatric Dental Clinic

Huang, Shian-Chang, Wei, Jo-Ting, Lin, Shih-Yen, Wu, Hsin-Hung

Year:

2012

Language:

english

File:

PDF, 221 KB

english, 2012

33

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (2006.07.16-2006.07.21)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Wavelet-Based Relevance Vector Machines for Stock Index Forecasting

Shian-Chang Huang,, Tung-Kuang Wu,

Year:

2006

Language:

english

File:

PDF, 165 KB

english, 2006

34

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (2006.07.16-2006.07.21)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Identifying and Diagnosing Students with Learning Disabilities using ANN and SVM

Tung-Kuang Wu,, Shian-Chang Huang,, Ying-Ru Meng,

Year:

2006

Language:

english

File:

PDF, 271 KB

english, 2006

35

Risk-sensitive optimal exercise strategies of R&D projects under oligopoly competition

Huang, Shian-Chang, Pan, Tzu-Hui, Wang, Nan-Yu

Journal:

Journal of Information and Optimization Sciences

Year:

2011

Language:

english

File:

PDF, 723 KB

english, 2011

36

Using multivariate stochastic volatility models to investigate the interactions among NASDAQ and major Asian stock indices

Chen, Shieh-Liang, Huang, Shian-Chang, Lin, Yi-Mien

Journal:

Applied Economics Letters

Year:

2007

Language:

english

File:

PDF, 169 KB

english, 2007

37

[IEEE 2011 Seventh International Conference on Natural Computation (ICNC) - Shanghai, China (2011.07.26-2011.07.28)] 2011 Seventh International Conference on Natural Computation - Credit quality assessments using manifold based semi-supervised discriminant analysis and support vector machines

Huang, Shian-Chang, Wu, Tung-Kuang

Year:

2011

Language:

english

File:

PDF, 120 KB

english, 2011

38

Applying lie theory to value credit derivatives with time dependent parameters

Wang, Ruei-Ci, Chien, Yi-Hsin, Huang, Shian-Chang

Journal:

Journal of Information and Optimization Sciences

Year:

2012

Language:

english

File:

PDF, 354 KB

english, 2012

39

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - Improving ANN classification accuracy for the identification of students with LDs through evolutionary computation

Tung-Kuang Wu,, Shian-Chang Huang,, Ying-Ru Meng,

Year:

2007

File:

PDF, 225 KB

2007

40

[IEEE 2007 IEEE International Conference on Industrial Engineering and Engineering Management - Singapore (2007.12.2-2007.12.4)] 2007 IEEE International Conference on Industrial Engineering and Engineering Management - A case study of applying spectral clustering technique in the value analysis of an outfitter’s customer database

En-Chi Chang,, Shian-Chang Huang,, Hsin-Hung Wu,, Chiao-Fang Lo,

Year:

2007

Language:

english

File:

PDF, 365 KB

english, 2007

41

Pricing multivariate options under stochastic volatility lévy processes

Huang, Shian-Chang, Wang, Nan-Yu, Huang, Ming-Hsiang

Journal:

Journal of Information and Optimization Sciences

Year:

2011

Language:

english

File:

PDF, 765 KB

english, 2011

42

Using supervised kernel locality preserving projections to improve classifier performance on credit rating forecasting

Huang, Shian-Chang, Lee, Chih-Wei, Chang, Ming-Jen, Wu, Tung-Kuang

Journal:

Journal of Information and Optimization Sciences

Year:

2011

Language:

english

File:

PDF, 197 KB

english, 2011

43

Optimal forecasting of option prices using particle filters and neural networks

Huang, Lin-Ying, Huang, Shian-Chang

Journal:

Journal of Information and Optimization Sciences

Year:

2011

Language:

english

File:

PDF, 578 KB

english, 2011

44

[IEEE 2015 IEEE 7th International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM) - Siem Reap, Cambodia (2015.7.15-2015.7.17)] 2015 IEEE 7th International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM) - Intelligent data mining systems by generalized multiple kernel machines on graph based subspace

Huang, Shian-Chang, Wu, Tung-Kuang

Year:

2015

Language:

english

File:

PDF, 118 KB

english, 2015

45

Rough Sets as a Knowledge Discovery and Classification Tool for the Diagnosis of Students with Learning Disabilities

Wu, Tung-Kuang, Huang, Shian-Chang, Meng, Ying-Ru, Liang, Wen-Yau, Lin, Yu-Chi

Journal:

International Journal of Computational Intelligence Systems

Year:

2011

Language:

english

File:

PDF, 529 KB

english, 2011

46

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (16-21 July 2006)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Identifying and Diagnosing Students with Learning Disabilities using ANN and SVM

Tung-Kuang Wu,, Shian-Chang Huang,, Ying-Ru Meng,

Year:

2006

Language:

english

File:

PDF, 271 KB

english, 2006

47

[IEEE The 2006 IEEE International Joint Conference on Neural Network Proceedings - Vancouver, BC, Canada (16-21 July 2006)] The 2006 IEEE International Joint Conference on Neural Network Proceedings - Wavelet-Based Relevance Vector Machines for Stock Index Forecasting

Shian-Chang Huang,, Tung-Kuang Wu,

Year:

2006

Language:

english

File:

PDF, 165 KB

english, 2006

48

A New Approach to Identify High Burnout Medical Staffs by Kernel K-Means Cluster Analysis in a Regional Teaching Hospital in Taiwan

Lee, Yii-Ching, Huang, Shian-Chang, Huang, Chih-Hsuan, Wu, Hsin-Hung

Journal:

Inquiry - The Journal of Health Care Organization, Provision & Financing

Year:

2016

Language:

english

File:

PDF, 292 KB

english, 2016