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Wei-Chiang Hong

Oriental Institute of Technology - Department of Information Management

Assistant Professor

No. 58, Sec. 2, Sichuan Rd., Panchiao

Taipei, 220

Taiwan

Osaka University - Institute of Scientific and Industrial Research

Visiting Scholar

8-1 Mihogaoka, Ibaraki

Osaka, 567

Japan

  • Oriental Institute of Technology - Department of Information Management

    • Email
    • Tel: +886-2-7738-0145 ext.327#55
    • Fax: +886-2-7738-6310

  • Osaka University - Institute of Scientific and Industrial Research

SCHOLARLY PAPERS

30

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Scholarly Papers (30)

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1.

Satisfaction Survey on the Barrier Free Facilities of Taipei Rapid Transit System: The Case of Mucha Line

Transportation Planning Journal, Vol. 26, No. 1, pp. 203-232, March 1997
Number of pages: 30 Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management
Downloads 231 (330,287)

Abstract:

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Barrier-Free Facilities, Satisfaction Survey, Fuzzy Set, Rapid Transit, Visually impaired, Wheelchair users

2.

Continuous Ant Colony Optimization in a SVR Urban Traffic Forecasting Model

Lecture Notes in Computer Science, Vol. 4507, pp. 765-773, June 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Traffic flow forecasting, Support vector regression, Continuous ant colony optimization (CACO), SARIMA, Inter-urban traffic

3.

An Improved Support Vector Model in Car-Rental Revenue Forecast

Journal of Statistics and Management Systems, Vol. 10, No. 3, pp. 427-437, May 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Forecast, car-rental industry, support vector regression, tabu search algorithms, general regression neural networks, autoregressive integrated moving average.

4.

Continuous Ant Colony Optimization Algorithms in a Support Vector Regression Based Financial Forecasting Model

Proceeding on the 3rd International Conference on Natural Computation, August 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector regression (SVR), continuous ant colony optimization algorithms (CACO), exchange rates, financial forecasting

5.

Composite of Support Vector Regression and Evolutionary Algorithms in Car-Rental Revenue Forecasting

Proceeding on the 2007 IEEE Congress on Evolutionary Computation, September 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector regression (SVR), immune algorithm (IA), Holt-Winters (HW) model, seasonal Holt-Winters (SHW) model, car-rental industry, revenue management

6.

Using Genetic Algorithms to Solve Luggage Typesetting Problem

Proceeding on the 2007 IEEE Congress on Evolutionary Computation, September 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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7.

Evolutionary Algorithms in a Support Vector Regression Financial Forecasting Model: Case of Continuous Ant Colony Optimization Algorithms

Proceeding on the 2nd International Symposium on Intelligence Computation and Applications, September 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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8.

The Potentiality of Support Vector Regression with Immune Algorithm for Regional Electric Load Forecasting

Proceeding on the 2007 International Joint Conference on Neural Networks, August 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector regression (SVR), immune algorithm (IA) algorithm, electric load forecasting

9.

The Development of a Framework for Selecting a Management Information System

International Journal of Management, Vol. 25, No. 1, 2007
Posted: 05 Jul 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Multiple criteria decision-making, Information system project selection, Linguistic variables, Trapezoidal fuzzy number, Fuzzy integral

10.

A Recurrent Support Vector Regression Model in Rainfall Forecasting

Hydrological Processes, Vol. 21, No. 6, pp. 819-827, March 2007
Posted: 27 Mar 2007
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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rainfall forecasting, support vector regression, recurrent neural networks, genetic algorithms

11.

A Comparative Test of Two Employee Turnover Prediction Models

International Journal of Management, Vol. 24, No. 2, pp. 216-229, June 2007
Posted: 25 Oct 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Employee voluntary turnover prediction, Logit (logistic regression) model, Motor marketing specialist turnover, Probit (probability regression) model

12.

Feasibility Assessment of Support Vector Regression Models with Immune Algorithms in Predicting Fatigue Life of Composites

9th International Conference on Computer Science and Informatics, pp. 1220-1223, 2006
Posted: 15 Jun 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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13.

Highway Traffic Forecasting By Support Vector Regression Model With Tabu Search Algorithms

IEEE International Joint Conference on Neural Networks, July 2006
Posted: 01 Jun 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Inter-urban traffic, Forecasting, Support vector regression, Tabu search algorithms (TA), SARIMA

14.

Potential Assessment of the Support Vector Regression Technique in Rainfall Forecasting

Water Resources Management, Vol. 21, No. 2, pp. 495-513, February 2007
Posted: 31 May 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Rainfall forecasting, Support vector regression, Simulated annealing algorithms, Water resources

15.

Application of Support Vector Machines in Predicting Employee Turnover Based on Job-Performance

Lecture Notes in Computer Science (Book Series), Vol. 3610, pp. 668-674, August 2005
Posted: 31 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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SVMs, Employment turnover, Logit, Probit

16.

Support Vector Machines with Genetic Algorithms in Forecasting Electricity Load

Proceeding on the Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2004), Keio University, Yokohama, Japan, September 21-24, 2004
Posted: 14 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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17.

The Application of Support Vector Machine in Forecasting Grains Futures

PROCEEDING ON THE FIFTH INTERNATIONAL CONFERENCE ON OPERATIONS AND QUANTITATIVE MANAGEMENT, Hanyang University, Seoul, South Korea, October 2004
Posted: 14 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Forecasting, Grains futures, Support Vector Machines (SVMs), Autoregressive Integrated Moving Average (ARIMA), General Regression Neural Network(GRNN)

18.

Application of Recurrent Support Vector Machines in Reliability Forecasting

Proceeding on the International Conference on Advances in Intelligent Systems - Theory and Applications in Cooperation with IEEE Computer Society, Centre de Recherche Public Henri Tudor, Luxembourg- Kirchberg, Luxembourg, November 15-18, 2004
Posted: 14 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Recurrent neural networks, Support vector machines, Reliability forecasting

19.

Software Reliability Forecasting by Support Vector Machines with Simulated Annealing Algorithms

Journal of Systems and Software, Vol. 79, No. 6, pp. 747-755, June 2006
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector machines, Simulated annealing algorithms, Software reliability forecasting

20.

Recurrent Support Vector Machines with Genetic Algorithms in Reliability Prediction

Lecture Notes in Computer Science, Vol. 3610 (Part I), Pages 619-629, August 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Recurrent neural networks, Support vector machines, Genetic algorithms, Reliability prediction

21.

Predicting Engine Reliability by Support Vector Machines

International Journal of Advanced Manufacturing Technology, Vol. 28, Nos. 1-2, pp. 154-161, February 2006
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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ARIMA, Duane model, Engine reliability, General regression neural networks, Support vector machines

22.

An Improved Neural Network Model in Forecasting Arrivals

Annals of Tourism Research, Vol. 32, No. 4, pp. 1138-1141, October 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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SVMs, Tourism forecasting, ARIMA, Regression model

23.

Forecasting Tourism Demand Using a Multifactor Support Vector Machine Model

Lecture Notes in Computer Science, Vol. 3801, pp. 512-519, December 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Forecasting, multifactor support vector machines, backpropagation neural networks, tourism demand

24.

Forecasting Regional Electric Load Based on Recurrent Support Vector Machines with Genetic Algorithms

Electric Power Systems Research, Vol. 74, No. 3, pp. 417-425, June 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Recurrent neural networks (RNNs), Support vector machines (SVMs), Recurrent support vector machines (RSVM), Genetic algorithms (GAs), Electricity load forecasting

25.

A Hybrid Support Vector Machine Regression for Exchange Rate Prediction

International Journal of Information and Management Sciences, Vol. 17, No. 2, pp. 19-32, June 2006
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector machines, genetic algorithms, exchange rates, forecasting

26.

The Application of Support Vector Machines to Forecast Tourist Arrivals in Barbados: An Empirical Study

International Journal of Management, Vol. 23, No. 2, pp. 375-385, June 2006
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Neural networks, genetic algorithms, support vector machines, tourism forecasting, Barbados

27.

Hybrid Learning Fuzzy Neural Models in Stock Price Forecasting

Journal of Information & Optimization Sciences, Vol. 26, No. 3, pp. 495-508, September 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Fuzzy neural networks, back-propagation neural network, supervised learning, unsupervised learning

28.

Determining Parameters of Support Vector Machines by Genetic Algorithms—Applications to Reliability Prediction

International Journal of Operations Research, Vol. 2, No. 1, pp. 1-7, August 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector machines (SVMs), Genetic algorithms (GAs), Prediction, Reliability

29.

Forecasting Electric Load by Support Vector Machines with Genetic Algorithms

Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 9, No. 2, pp. 134-141, March 2005
Posted: 13 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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30.

Support Vector Machines with Simulated Annealing Algorithms in Electricity Load Forecasting

Energy Conversion and Management, Vol. 46, No. 17, pp. 2669-2688, October 2005
Posted: 12 Jan 2006
Wei-Chiang Hong
Oriental Institute of Technology - Department of Information Management

Abstract:

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Support vector machines (SVMs), Simulated annealing algorithms (SA), General regression neural networks (GRNN), Autoregressive integrated moving average (ARIMA), Electricity load forecasting