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TAN Hong Ming

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About Me

TAN Hong Ming is a Senior Lecturer at the Department of Analytics and Operations, NUS Business School, National University of Singapore. He is also a Research Fellow at the Institute of Operations Research and Analytics at the same university. In his current role, Hong Ming is responsible for teaching and coordinating modules in the Undergraduate, MBA, Executive MBA, and Master of Science in Business Analytics (MSBA) programs. He is also involved in executive education programs such as Leading with Big Data Analytics and Machine Learning, and Practical Decision Making Using Data Science.

Apart from teaching, Hong Ming is also involved in industrial research projects such as the AI-led Smart Data Centre Management Application where he is co-PI and the SIA Corp Lab. He is the Lead AI Advisor for X0PA AI. He manages teams of Data Scientists, PhD students, research assistants, and interns, guiding and providing direction for the various research projects.

He serves as the Chair of the Department Finance Committee and a member of the Department Teaching Committee, and advisor for the student led clubs Business Analytics Consulting Team and NUS Private Equity Society.

Research

As a researcher, my work spans across multiple disciplines including healthcare, education, aviation, and mental health. These projects demonstrate my ability to apply complex statistical methods and data-driven approaches to real-world business problems, as well as my commitment to leveraging technology to address health issues.

Another significant part of my research involves economic and statistical modeling. I believe in the power of simple models to understand complex real-world phenomena. By distilling complex systems into their essential components, these models provide valuable insights that guide decision-making and strategy.

In summary, my research is characterized by its diversity and practical application, demonstrating my commitment to using data analytics and simple models to solve real-world problems.

Publications

Published Papers

Transdiagnostic Clustering of Self-Schema from Self-Referential Judgements identifies subtypes of healthy Personality and Depression
Accepted, Frontiers in Neuroinformatics
Geoffrey Chern-Yee Tan, Ziying Wang, Rachel, Jing Min Ong, Danan Lee, Nikita Rane, Sheryl, Yu Xian Tey, Si Ying Chua, Nicole, Shu En Goh, Glynis, Weibin Lam, Atlanta Chakraborty, Anthony, Khye Loong Yew, Sin Kee Ong, Jin Lin Kee, Xin Ying Lim, Nawal Hashim, Sharon Huixian Lu, Michael J Meaney, Serenella Tolomeo, Christopher L. Asplund, Hong Ming Tan and Jussi Keppo
Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation
Accepted, Frontiers in Neuroinformatics
Wei Jing Fong, Hong Ming Tan, Rishabh Garg, Hong Pan, Varsha Gupta, Bernardus Krishna, Zuo Hui Chen, Natania Yovela Purwanto, Fabian Yap, Kok Hian Tan, Jerry, Kok Yen Chan, Shiao-Yng Chan, Nicole Goh, Nikita Rane, Mei Han, Michael J Meaney, Dennis Wang, Jussi Keppo and Geoffrey Chern-Yee Tan
Evaluation of a new antiresistic strategy to manage antibiotic resistance
Journal of Global Antimicrobial Resistance, Volume 33, 2023, Pages 368-375, ISSN 2213-7165,
Hong Ming Tan, Ambika C. Lall, Jussi Keppo, Swaine L. Chen
A Modification to Pull the Goalie that Takes the State of Play into Account: Coach Markov Returns.
CHANCE, 33(1), 10-15.
Zaman, Z., & Tan, H. M. (2020).

Published Chapters

The Case Method and Technology: Applying the Seven Principles for Good Practice in Undergraduate Education in a Business School Course.
In Designing Technology-Mediated Case Learning in Higher Education: A Global Perspective (pp. 17-31). Singapore: Springer Nature Singapore.
Tan, H. M. (2023).

Working Papers

Risky Investments under Static and Dynamic Information Acquisition (Sep 9, 2022)
Jussi Keppo, Hong Ming Tan, and Zhou Chao
Fare Ladder Optimization: Airline Revenue Management in Volatile Environment
2023 CSAMSE Practice Award Finalist, Changchun Liu, Hong Ming Tan, Chung-Piaw Teo, Gang Guo, Yan Chen, Tim Lee
Flying High with Improved Data: How an Instructor Training Workshop Boosting Pilot Competency Assessment
Qingyin Ge, Jussi Keppo, Chuan Hoo Tan, Hong Ming Tan
Dynamic Pricing in the Airline Industry: Theory and Practice
Chung Khim Lae, Hong Ming Tan, Bar Light, Jussi Keppo
Data Science Approach to Process Control
Yuda Ho, Jussi Keppo, Ek Hong Lim, Herman Tan, and Hong Ming Tan
Fast Data Valuation In Deep Learning
Ayush Kumar Tarun, Bowei Chen, Hong Ming Tan, Vikram Singh Chundawat, Mohan Kankanhalli, Murari_Mandal1
Analytic Framework for Detecting Emerging Product Defects through Active Learning
Lu, B., Dong, Y., Ying, Y., Tan, H. and Keppo, J.

Work-In-Progress

Learning and Earning with Offline Data
Jussi Keppo, Hong Ming Tan, Chung-Piaw Teo, and Minglong Zhou

Errata

Owen, D. B. (1980). A table of normal integrals: A table. Communications in Statistics-Simulation and Computation, 9(4), 389-419.
While trying to solve some integrals, I found an error with the integral 110 in TABLE I (page 9).
The integral is missing a “b” in the term G(x sqrt(1+b^2) + a/ sqrt(1+b^2)).
It should be G(x sqrt(1+b^2) + ab/ sqrt(1+b^2)).

Teaching

Courses

DBA3803 Predictive Analytics in Business
23/24 Sem 2
Statistics Primer Workshops for MSc
2024
AI For Leaders: Leveraging Data Analytics For Business
2023
Practical Decision Making Using Data Science
2022
Leading with Big Data Analytics and Machine Learning
2020 - 2023
General Management Programme
2022
BMA5275 Analytics in Managerial Economics
22/23 Sem 1
BME5201 Leading With Analytics
22/23 Sem 1, 23/24 Sem 1
DBA5101 Analytics in Managerial Economics
18/19 Sem 1, 19/20 Sem 1, 20/21 Sem 1
DAO1704 Decision Analytics Using Spreadsheets
18/19 Sem 2, 20/21 Sem 2, 21/22 Sem 1, 21/22 Sem 2, 22/23 Sem 1, 22/23 Sem 2
MA1101R Linear Algebra I
16/17 Sem 2
MA1505 Mathematics I
16/17 Sem 1

Awards

Teaching Excellence Award 2023
NUS Business School
Outstanding Graduate Student Teaching Award
2018/2019, Department of Analytics and Operations, NUS Business School
Letter of Commendation for Graduate Tutor
2016/2017, Department of Mathematics, NUS

Pedagogy

Teaching with Cases: Engage, Energize, and Challenge Your Students
2023, Harvard Business Publishing Education
Training Programme for Teaching Assistants
2016, NUS
Teaching in Higher Education Certificate (THEC)
2014, Temasek Polytechnic

Media

Consulting and Industry Projects

Contact

Office: Mochtar Raidy Building, BIZ1-08-72, 15 Kent Ridge Drive, Singapore 119245
Email: thm at nus dot edu dot sg

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