Industrial Systems Engineering & Management
National University of Singapore, Singapore 117576
Adjunct Associate Professor
Stewart School of Industrial and Systems Engineering
Georgia Institute of Technology, Atlanta GA 30332
Email: pohkimleng@nus.edu.sg
Phone: (+65) 6516 2193
Office: E1A-06-10, Kent Ridge Campus
Mail: ISEM Dept, NUS, 1 Engineering Drive 2, Singapore 117576
PhD and MS, Engineering-Economic Systems (now part of Management Science & Engineering), Stanford University
MEng, Industrial & Systems Engineering, National University of Singapore.
BEng, Mechanical Engineering, National University of Singapore.
Wentao Xu, K.L. Poh, Siheng Song and Yaji Huang, Research on reducing pollutants, improving efficiency and enhancing running safety for 1000MW coal-fired boiler based on data-driven evolutionary optimization and online retrieval method. Applied Energy 377 Part A: 123959, 2025. https://doi.org/10.1016/j.apenergy.2024.123958
Shenbao Yu and Yinghui Pan and Yifeng Zeng and Prashant Doshi and Guoquan Liu and Kim Leng Poh and Mingwei Lin. An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling. In Proceedings of the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), December 2024. https://openreview.net/forum?id=8UqyWNsnyA
T.M.Nguyen, K.L. Poh, SL. Chong and J.H. Lee. FedDSS: A data-similarity approach for client selection in horizontal federated learning. International Journal of Medical Informatics 192 (2024) 105650. https://doi.org/10.1016/j.ijmedinf.2024.105650
T.M.Nguyen, K.L. Poh, SL. Chong and J.H. Lee. Med-MGF: multi-level graph-based framework for medical data representation. BMC Medical Informatics and Decision Making 24, Article number: 242, 2024. https://doi.org/10.1186/s12911-024-02649-2
T.M.Nguyen, K.L. Poh, SL.Chong, S.W.Loh, Y.C.K. Heng and J.H. Lee. Machine learning and probabilistic graphical model approaches in pediatric sepsis: A feasibility and scoping review. Translational Pediatrics 12(11) pp 2074-2089, Nov 2023. https://dx.doi.org/10.21037/tp-23-25
M. Liu and K.L Poh. E-commerce Warehousing: An Efficient Scattered Storage Assignment Algorithm with Bulky Locations. Computers & Industrial Engineering, April 2023. https://doi.org/10.1016/j.cie.2023.109236
T.M. Nguyen, K.L. Poh, SL. Chong and J.H. Lee. Effective diagnosis of sepsis in critically ill children using probabilistic graphical model . Translational Pediatrics, 12 (4):538-551, April 2023. https://dx.doi.org/10.21037/tp-22-510
G. R. Jagadeesh, J. Yang, K. M. Ng, K. L. Poh, Z. Yang, T. H. Teng and Z. Zhuo, A Computationally Efficient Formulation for Traffic Signal Timing Optimization of an Isolated Intersection, In Proceedings of the International Conference on Control, Decision and Information Technologies (CoDIT), 2022. https://ieeexplore.ieee.org/document/9803901
T.M. Nguyen, K.L. Poh, S.L. Chong and J.H. Lee. 1454: Effective Diagnosis of Sepsis in Critically Ill Children using Probabilistic Graphical Model. Critical Care Medicine 50 (1): 729, 2022. https://doi.org/10.1097/01.ccm.0000812140.26341.73
M. Liu and K.L. Poh. Scattered Storage Strategy with SKU-specific Bulky Locations of E-commerce Fulfilment Warehouses. In Proceedings of the 31st European Conference on Operational Research (EURO 2021), July 11-14, 2021. (Book of Abstracts)
J. Hu, G. Guo and K.L. Poh, Generating decision rules for flexible capacity expansion problem through gene expression programming. Computers & Operations Research 122:105003, 2020. https://doi.org/10.1016/j.cor.2020.105003
V.J.M. Cantor and K.L. Poh, Efficiency measurement for general network systems: a slacks-based measure model. Journal of Productivity Analysis 54, 43–57 , 2020. https://doi.org/10.1007/s11123-020-00577-7
J. Hu, P. Guo and K.L. Poh, Flexible capacity planning for engineering systems based on decision rules and differential evolution. Computers & Industrial Engineering 123: 254-262, 2018. https://doi.org/10.1016/j.cie.2018.06.035
V.J.M. Cantor and K.L. Poh. Integrated Analysis of Healthcare Efficiency: A Systematic Review. Journal of Medical Systems 42:8, January 2018. https://doi.org/10.1007/s10916-017-0848-7
J. Wang and K.L. Poh. Multiple Attribute Decision Making (MADM) in Proportional-Stop-Loss Reinsurance. Journal of Risk and Financial Management 10(22), 2017. https://doi.org/10.3390/jrfm10040022
K.L.Poh and Y. Liang. Multiple Criteria Decision Support for Sustainable Supply Chain: Application to the Fashion Industry. Informatics . Special Issue: Decision Support for Sustainable Supply Chain Design and Management 4(4), 36, 2017. https://doi.org/10.3390/informatics4040036
P. Zhou, K.L. Poh and B.W. Ang, Data Envelopment Analysis for Measuring Environmental Performance. In S.N. Hwang, H.S. Lee and J. Zhu (editors), Handbook of Operations Analysis Using Data Envelopment Analysis, pp 31-49. Springer, New York: Springer, 2016. https://doi.org/10.1007/978-1-4899-7705-2
X. Xi and K.L. Poh. A Novel Integrated Decision Support Tool for Sustainable Water Resources Management in Singapore: Synergies between System Dynamics and Analytic Hierarchy Process. Water Resources Management 29(4) 1329-1350, 2015. https://doi.org/10.1007/s11269-014-0876-8
Q. Wang and K.L. Poh. A Survey of Integrated Decision Analysis in Energy and Environmental Modeling. Energy 77:691-702, 2014. https://doi.org/10.1016/j.energy.2014.09.060
J. Jiang, K.M. Ng, K.L. Poh and K.M. Teo, Vehicle routing problem with a heterogeneous fleet and time windows. Expert Systems with Applications 41(8):3748-3760, 2014. https://doi.org/10.1016/j.eswa.2013.11.029
Deputy Director, Temesak Defense Systems Institute (TDSI), 2003 to 2015.
Principal Fellow, Energy Studies Institute (ESI), 2008 to 2013.
President, Operational Research Society of Singapore (ORSS), 1999 to 2002.
University Annual Teaching Excellence Award (Honour Roll), 2010/2011.
University Annual Teaching Excellence Award for 2009/2010, 2005/2006, 2004/2005 & 2001/2002.
Faculty of Engineering Educator Award for 2011/2012, 2005/2006, 2002/2003 & 2001/2002.
Faculty of Engineering Teaching Excellence Award for 2000/2001 & 1999/2000.
Faculty of Engineering Teaching Honour List Award for 2004/2005.
Faculty of Engineering Commendation List Awards for 2016/2017, 2014/2015, 2013/2014, 2010/2011, 2009/2010, 2008/2009 & 2003/2004.
TDSI MDTS Best Teacher Award for 2012/2013 & 2006/2007.
TDSI Commendation List Award for 2011/2012, 2009/2010 & 2004/2005.