Personal Information
Name: Wen-Tsao Pan
Gender: Male
Birth Date: 1966.09.17
Native Space:
Nationality: Taiwan, China.


Research Direction
Data Mining, Business Intelligence, Electronic Commerce, Economic modelling

Courses Taught
Doctor:
Master:
Bachelor: Business data analysis，Data mining for R languagr

Education Background
PhD: 2017.06.20,Business administration, National Taiwan University of Science and Technology
Master: 2003.06.10,Economic, Soochow University.
Bachelor:1999.06.14,Statistics,Tamkang University.
Training:

Work
Experience
Department of Business Administration, Hwa Hsia University of Technology, Assistant Professor.
International Journal of Computational Intelligence Systems (SCI) Area Editor.
Mathematical Problems in Engineering (SCI) Lead GuestEditor.

Academic Papers
Listing SSCI, SCI papers
[1]Meier Zhuang, Wenzhong Zhu, Lihui Huang, Wen-Tsao Pan, Research of Influence Mechanism of Corporate Social Responsibility on Consumers’ Purchase Intention, SSCI-Library Hi Tech. DOI: 10.1108/LHT-11-2020-0290.ACCEPT, 2021. (SSCI Q2)
[2]Wen-Tsao Pan, Qiu-Yu Huang*, Zi-Yin Yang, Fei-Yan Zhu, Yu-Ning Pang and Mei-Er Zhuang, Determinants of Tourism Stocks during the COVID-19: Evidence from the Deep Learning Models, Frontiers in Public Health, DOI: 10.3389/fpubh.2021.675801. ACCEPT, 2021. (SSCI Q2)
[3]Wen-Tsao Pan, Mei-Er Zhuang*, Ying-Ying Zhou, Jia-Jia Yang, Research on sustainable development and efficiency of China's E-Agriculture based on a data envelopment analysis-Malmquist model, Technological Forecasting & Social Change. Vol.162（2021）：120298, 2021. (SSCI Q1)
[4]Lvjiang Yin, Wen-Tsao Pan*, Jiali Kuang And Meier Zhuang, Application of Bootstrap-DEA With Fuzzy Computing in Performance Evaluation of Forklift Leasing Supplier, IEEE ACCESS. No.8, pp.66095-66104, 2020. (SCI Q1)
[5]Xiao-Qin Liu, Qiu-Lin Wu, Wen-Tsao Pan*, Sentiment classification of micro-blog comments based on Randomforest algorithm, Concurrency and Computation: Practice and Experience. DOI: 10.1002/cpe.4746, 2019. (SCI Q2)
[6]Wen-Tsao Pan, Shi-Zhuan Han*, Hui-Ling Yang and Xue-Ying Chen, Prediction of mutual fund net value based on data mining model, Cluster Computing. Vol.22, pp.9455-9460, 2018. (SCI Q2)
[7]Keming Wang, Mengchih Chang*, Wencheng Wang, Gang Wang, Wentsao Pan, Predictions models of Taiwan dollar to US dollar and RMB exchange rate based on modified PSO and GRNN, Cluster Computing. Vol.22, pp.10993-11004, 2018. (SCI Q2)
[8]Wen-Zhong Zhu, Mu-Chun Wan, Ying-Ying Zhou, Wen-Tsao Pan*, Fuzzy Computation of Teaching Performance Based on Data Envelopment Analysis Method, Cognitive Systems Research. Vol.52,pp.351-358, 2018. (SSCI Q3)
[9]Shi-Zhuan Han, Wen-Tsao Pan*, Ying-Ying Zhou and Zong-Li Liu, Construct the prediction model for China agricultural output value based on the optimization neural network of fruit fly optimization algorithm, Future Generation Computer Systems, Vol.86, pp.663–669, 2018. (SCI Q1)
[10]Wen-Tsao Pan, A Newer Equal Part Linear Regression Model: A Case Study of the Influence of Educational Input on Gross National Income, EURASIA Journal of Mathematics Science and Technology Education, Vol.13, No.8, pp.5765-5773, 2017. (SSCI Q4)
[11]Wen-Tsao Pan, Wen-Zhong Zhu*, Fei-Xiong Ma, Zu-Chang Zhong, Xiao-Fang Yuan, Modified fruit fly optimization algorithm of logistics storage selection, Internal Journal of Advance Manufacturing Technology, Vol.93, No.1-4, pp.547-558, 2017. (SCI, Q1)
[12]Wenzhong Zhu, Zhengguo Zhu, Shuqiong Fang and Wen-Tsao Pan*, Chinese Students’ Awareness of Relationship between Green Finance, Environmental Protection Education and Real Situation, EURASIA Journal of Mathematics Science and Technology Education, Vol.13, No,7, pp.3753-3769, 2017.(SSCI Q4)
[13]Zu-Chang Zhong, Wen-Tsao Pan*, Shi-Hua Luo and Tian-Tian Yang, Acceptable if building electricity price trend change to some biology trends, Journal of Intelligent & Fuzzy Systems, Vol.33, No.5, pp.3069-3077, 2017. (SCI, Q2)
[14]Wen-Tsao Pan, Yungho Leu*, Wenzhong Zhu and Wei-Yuan Lin, A Data Mining Approach to the Analysis of a Catering Lean Service, Intelligent Automation & Soft Computing, Vol.23, No.2, pp.243-250, 2017. (SCI Q3)
[15]Wen-Tsao Pan, Yungho Leu, Wen-Zhong Zhub and Wei-Yuan Lin, A data mining approach to the analysis of a catering leanservice project, Intelligent Automation and Soft Computing, Inpress, 2016.(SCI Q4)
[16]Yiwen Zhang, Guangming Cui, Jintao Wu, Wen-Tsao Pan, Qiang He, A novel multi-scale cooperative mutation Fruit Fly Optimization Algorithm, Knowledge-Based Systems, Vol.114,pp.24-35, 2016.(SCI Q1)
[17]Wen-Tsao Pan, Chiung-En Huang, Chiung-Lin Chiu, Study on the Performance Evaluation of Online Teaching Using the Quantile Regression Analysis and Artificial Neural Network, Journal of Supercomputing, Vol.72, No.3,pp.789–803, 2016. (SCI Q3)
[18]Tsui-Hua Huang,Yungho Leu, Wen-Tsao Pan, Constructing ZSCORE-based financial crisis warning models using fruit fly optimization algorithm and general regression neural network, Kybernetes, Vol.45, No.4. pp.650-665, 2016. (SCI Q4)
[19]Wen-Tsao Pan, Yungho Leu, An Analysis of Bank Service Satisfaction Based on Quantile Regression and Grey Relational Analysis, Mathematical Problems in Engineering,Vol.2016, No.6, pp.1-9, 2016,(SCI Q3)
[20]Wen-Tsao Pan, Using data mining for service satisfaction performance analysis for mainland tourists in Taiwan, International Journal of Technology Management, Vol.64, No.1, pp.31-44, 2014, ( SSCI Q2)
[21]Wen-Tsao Pan, Mixed modified fruit fly optimization algorithm with general regression neural network to build oil and gold prices forecasting model, Kybernetes, Vol.43, No.7, pp.1053-1063, 2014.(SCI Q4)
[22]P.W. Chen, W.Y. Lin, W.T. Pan: Using Fruit Fly Optimization Algorithm optimized Grey Model Neural Network to perform satisfaction analysis for E-Business service, Applied Mathematics & Information Sciences, Vol.7, No.2L, pp.459-465, 2013, (SCI Q3).
[23]Wen-Tsao Pan, Using Modified Fruit Fly Optimization Algorithm to Perform the Function Test and Case Studies , Connection Science, Vol.25, No.2-3, pp.151-160, 2013, (SCI Q4).
[24]Liu Ming-Te, Mei Albert Kuo-Chung, Wen-Tsao Pan: Using data mining technique to perform the performance assessment of lean service, Neural Comput & Applic, Vol. 22, No. 7-8, pp. 1433-1445, 2013, (SCI Q3).
[25]Wen-Tsao Pan: A new fruit fly optimization algorithm: Taking the financial distress model as an example, Knowledge-Based Systems, Vol.26, pp.69-74, 2012, (SCI Q1).
[26]Jui-Ching Huang, Wen-Tsao Pan, Shan-Ying Wu: Using PSO Algorithm to perform Financial Characteristic study for enterprises, African Journal of Business Management, Vol.5, No.30, pp.12040-12049, 2011, (SSCI Q3).
[27]Chien-Jen Huang, Peng-Wen Chen, Wen-Tsao Pan: Using multi-stage data mining technique to build forecast model for Taiwan stocks, Neural Comput & Applic, Vol.21, No.8, pp.2057–2063, 2012, ( SCI Q3).
[28]Wen-Tsao Pan: Combining PSO Cluster and Nonlinear Mapping algorithm to perform clustering performance analysis: take the enterprise financial alarming as example, Quality & Quantity, Vol. 45, No.6, pp.1291-1302., ( SSCI Q4).
[29]Wen-Tsao Pan: The use of genetic programming for the construction of a financial management model in an enterprise, International Journal of Applied Intelligence, Vol.36, No.2, pp.271-279, 2010, (SCI Q3).
[30]Wen-Tsao Pan: Performing Stock Price Prediction Use of Hybrid Model, Chinese Management Studies, Vol.4, No.1, pp.77-86, 2010,( SSCI Q4).
[31]Wen-Tsao Pan: Forecasting classification of operating performance of enterprises by ZSCORE combining ANFIS and genetic algorithm, Neural Comput & Applic, Vol. 18, No. 8, pp. 1005-1011, 2009,(SCI Q3).
[32]Wen-Tsao Pan: Combining Fuzzy Sammon Mapping and Fuzzy Clustering Approach to perform clustering effect analysis: take the banking service satisfaction as an example, Expert Systems With Applications, Vol. 37, pp. 4139–4145, 2009, (SCI Q1).

Monograph and Teaching Materials
.Data analysis-based on R language by Pan Wenchao

Scientific Research Projects
Project Title: Use the data mining model to measure the net value of mutual funds
Item number: 105-2410-H-146-007-
Project schedule: August 01, 2016 to July 31, 2017
Source of funding: Taiwan National Science Council Fund
Project Title: Analyzing the Satisfaction Performance of Mainland Tourists' Service with the Component Regression Model
Item number: 103-2410-H-146-002-
Project schedule: August 01, 2014 to July 31, 2015
Source of funding: Taiwan National Science Council Fund
Project Title: Application of Artificial Intelligence Technology to Construct a Business Performance Forecast Model for Cross-Strait Enterprises
Item number: 101-2410-H-146-003-
Project schedule: August 01, 2012 to July 31, 2013
Source of funding: Taiwan National Science Council Fund

Achievements
Editor-in-Chief of International SCI Journals
Internationally renowned inventor of Fruit fly optimization algorithm

Consulting Projects


Awards
2014 International Scopus Young Scientist Outstanding Research Award
Obtained flexible salary for special talents awarded by the National Science Council of Taiwan

Contact
Address：No.2,Baiyun Dadao Bei, Guangzhou, Guangdong, China. 510420
Telephone：
Mobile：+86 **
Email：teacherp0162@126.com