RESEARCH FIELD

Data Mining, Artificial Intelligence, Big Data Analytics, and Applied Statistics

EDUCATION BACKGROUND

Doctor        The University of Texas at Austin (year 1991 to 1994)

Master        The University of Texas at Austin (year 1989 to 1991)
Bachelor      Fu Jen Catholic University (year 1982 to 1986)

TEACHING

Customer Relationship Management, Artificial Intelligence and Data Analytics, Quantitative Methods

PRACTICE

Working Experiences

University Chair Professor, Fu Jen Catholic University

Special Advisor to the President, Fu Jen Catholic University

Chair Professor, Central South University of Economics and Law

Distinguished Professor, Jiangnan University

Adjunct Professor of Executive MBA program, State University of New York at Stony Brook

Peer Review Team Member, AACSB Peer Review Team (PRT)

Accreditation Mentor, AACSB

Committee Member, AACSB initial accreditation committee (IAC)

Board Member, Powertech International Research & Development Co.

Independent Board Director, Macro Zipper Co.

RESEARCH

1.Publications

1.1 Peer Reviewed International Journal Publications

Yu-Chiao, Wang, Ching-Hung, Lin,Shih-Pei Huang, Mingchih, Chen,Tian-Shyug, Lee. Risk Factors for Female Breast Cancer: A Population Cohort Study, Cancers, 2022, 14(3), 788.

Jiaqiang, Zhang，Shao-Yin, Sum, Jeng-Guan, Hsu, Ming-Feng Chiang, Tian-Shyug, Lee, Szu-Yuan, Wu. Adjuvant Whole Breast Radiotherapy Improve Survival in Women with Heart Failure with Reduced Ejection Fraction Receiving Breast-Conserving Surgery, Journal of Personalized Medicine, 2021, 11(12), 1358.

Wei-Jen, Chen, Mao-Jhen, Jhou, Tian-Shyug, Lee, Chi-Jie Lu. Hybrid Basketball Game Outcome Prediction Model by Integrating Data Mining Methods for the National Basketball Association, Entropy, 2021, 23(4), 477.

Tian-Shyug, Lee, Fu-Chean, Chen, Shao-Jung, Li. Hybrid Surgeons Play a Mainstay Role in the Endovascular Era, Annals of Thoracic Surgery, 2021-03-01,111(3),1091-1092.

Yen-Chun, Huang,Shao-Jung, Li, Mingchih, Chen,Tian-Shyug, Lee. The Prediction Model of Medical Expenditure Appling Machine Learning Algorithm in CABG Patients, Healthcare, 2021, 9(6), 710.

Yi-Ting, Lin, Yen-Chun, Huang, Chih-Kuang, Liu, Tian-Shyug, Lee, Mingchih, Chen,Yu-Ning, Chien. Treatment-Emergent Co-Morbidities and Survival in Patients With Metastatic Castration-Resistant Prostate Cancer Receiving Abiraterone or Enzalutamide, Frontiers in Pharmacology, 2021,12,669236.

Tian-Shyug, Lee, Hsiang-Chuan, Liu,Wei-Guang Tsaur,Shih-Pin Lee. Monthly Disposable Income Is a Crucial Factor Affecting the Quality of Life in Patients with Knee Osteoarthritis, Healthcare, 2021, 9(12), 1703.

Ming-Hsien, Tsai,Hung-Hsiang, Liou,Yen-Chun, Huang, Tian-Shyug, Lee,Mingchih, Chen,Yu-Wei, Fang. Hazardous Effect of Low-Dose Aspirin in Patients with Predialysis Advanced Chronic Kidney Disease Assessed by Machine Learning Method Feature Selection, Healthcare, 2021, 9(11), 1484.

Chi-Jie, Lu,Tian-Shyug, Lee,Chien-Chih, Wang, Wei-Jen, Chen. Improving Sports Outcome Prediction Process Using Integrating Adaptive Weighted Features and Machine Learning Techniques, Processes, 2021, 9(9), 1563.

Yen-Chun, Huang, Shao-Jung, Li, Mingchih, Chen,Tian-Shyug, Lee, Yu-Ning, Chien. Machine-Learning Techniques for Feature Selection and Prediction of Mortality in Elderly CABG Patients, Healthcare, 2021, 9(5), 547.

Ming, Gu, Chia-Chen, Liu, Chi-Chieh, Hsu, Chi-Jie, Lu, Tian-Shyug, Lee, Mingchih Chen, Chien-Chang Ho. Associations of sleep duration with physical fitness performance and self-perception of health: a cross-sectional study of Taiwanese adults aged 23–45, BMC Public Health, (2021) 21:594.

Ching-Lun, Wei, Wei-Jen, Chen, Michael Tian-Shyug, Lee, Tsung-Kuo, Tien-Liu. Psychological Trends in the Achievement Goals of College and University Athletes, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.24 No.4, 2020.

Yi-Tien, Lin,Mingchih, Chen,Chien-Chang, Ho,Tian-Shyug, Lee. Relationships among Leisure Physical Activity,Sedentary Lifestyle, Physical Fitness, and Happiness in Adults 65 Years or Older in Taiwan, International Journal of Environmental Research and Public Health, 2020, 17(14), 5235.

Chi-Chieh, Hsu, Ming, Gu,Tian-Shyug, Lee,Chi-Jie, Lu. The Effects of Daily Sleep Condition on Performances of Physical Fitness among Taiwanese Adults: A Cross-Sectional Study, International Journal of Environmental Research and Public Health, 2020, 17(6), 1907.

Yi-Tien, Lin,Po-Fu, Lee,Tian-Shyug, Lee, Chien-Chang, Ho. Poor Physical Fitness Performance as a Predictor of General Adiposity in Taiwanese Adults, International Journal of Environmental Research and Public Health,  2020, 17(8), 2686.

Tian-Shyug, Lee, I-Fei,Chen, Ting-Jen, Chang, Chi-Jie, Lu. Forecasting Weekly Influenza Outpatient Visits Using a Two-Dimensional Hierarchical Decision Tree Scheme, International Journal of Environmental Research and Public Health, 2020, 17(13), 4743.

Chi-Jie, Lu, Tian-Shyug, Lee, Ming, Gu, Chih-Te, Yang. A Multistage Sustainable Production-Inventory Model with Carbon Emission Reduction and Price-Dependent Demand under Stackelberg Game, Applied Sciences, 2020, 10(14), 4878.

L, Ye, B.-C. Shia, Y. Fang, T.-S, Lee. Heterogeneous health profiles and healthcare utilization of the middle-aged and elderly with multiple health insurance schemes in China, Public Health, 2019, 170, 61-69.

Yi-Ting, Lin, Michael, Tian-Shyug, Lee, Yen-Chun, Huang, Chih-Kuang, Liu, Yi-Tien, Lin, Mingchih, Chen. Prediction of recurrence-associated death from localized prostate cancer with a charlson comorbidity index–reinforced machine learning model, Open Medicine, vol. 14, no. 1, 2019, pp. 593-606.

Linglong, Ye, Tian-Shyug, Lee, Robert Chi. A Hybrid Machine Learning Scheme to Analyze the Risk Factors of Breast Cancer Outcome in Patients with Diabetes Mellitus, Journal of Universal Computer Science, vol. 24, no. 6 (2018), 665-681.

Yefei, Jiang, Shuangge Ma, Ben-Chang Shia, Tian-Shyug, Lee. An Epidemiological Human Disease Network Derived from Disease Co-occurrence in Taiwan, Scientific Reports , (2018) 8:4557.

Tian-Shyug, Lee, Wensheng, Dai, Bo-Lin, Huang, Chi-Jie, Lu. Data Mining Techniques for Forecasting the Medical Resource Consumption of Patients with Diabetic Nephropathy, International Journal of Management, Economics and Social Sciences , 2017, Vol. 6(S1), pp.293–306.

Keng-Ming, Chang, Ching-Hung, Hsieh, Han-Sun, Chiang, Tian-Shyug, Lee. Trends in inpatient female urinary incontinence surgery and costs in Taiwan, 1997-2011, Taiwanese Journal of Obstetrics and Gynecology, 2017,Volume 56, Issue 1,Pages 32-36.

1.2 Peer Reviewed Chinese Journal Publications

Wang Tsuey-lan, Lee, Tian-shyug, Shia Ben-chang. Cheng Long's Transformation Trilogy--When the Construction Project Encounters Energy Technology. Industry and Management Forum. 21:4 2019.12(in Chinese).

Tian-Shyug, Lee, Chi-Jie Lu, Ting-Fang Cheng. Hotel sales forecast based on variable selection technology and Extreme Learning Machine. Journal of Quality. Vol. 24, No. 6 (2017)(in Chinese).

2. Honors

Research Award, Fu Jen Catholic University and School of Management(1998-present)

20 years of research funding support under the Ministry of Science and Technology of Taiwan, Taiwan Ministry of Science and Technology(2002-2022)