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ORCIDKim-Leng Poh
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- affiliation: National University of Singapore, Department of Industrial and Systems Engineering, Singapore
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2020 – today
- 2024
[j33]Tuong Minh Nguyen
, Kim Leng Poh, Shu-Ling Chong, Jan Hau Lee:
FedDSS: A data-similarity approach for client selection in horizontal federated learning. Int. J. Medical Informatics 192: 105650 (2024)- [j32]Tuong Minh Nguyen, Kim Leng Poh, Shu-Ling Chong, Jan Hau Lee:
Med-MGF: multi-level graph-based framework for handling medical data imbalance and representation. BMC Medical Informatics Decis. Mak. 24(1): 242 (2024) - 2023
- [j31]Mengya Liu, Kim Leng Poh:
E-commerce warehousing: An efficient scattered storage assignment algorithm with bulky locations. Comput. Ind. Eng. 181: 109236 (2023) - 2022
- [c32]George Rosario Jagadeesh, Jielin Yang, Kien Ming Ng, Kim Leng Poh, Zhengyu Yang, Teck-Hou Teng, Zhibing Zhuo:
A Computationally Efficient Formulation for Traffic Signal Timing Optimization of an Isolated Intersection. CoDIT 2022: 821-826 - 2020
- [j30]Junfei Hu, Peng Guo, Kim-Leng Poh:
Generating decision rules for flexible capacity expansion problem through gene expression programming. Comput. Oper. Res. 122: 105003 (2020)
2010 – 2019
- 2018
- [j29]Junfei Hu, Peng Guo, Kim Leng Poh:
Flexible capacity planning for engineering systems based on decision rules and differential evolution. Comput. Ind. Eng. 123: 254-262 (2018) - [j28]Victor John M. Cantor, Kim Leng Poh:
Integrated Analysis of Healthcare Efficiency: A Systematic Review. J. Medical Syst. 42(1): 8 (2018) - 2017
- [j27]Kim Leng Poh, Yiying Liang:
Multiple-Criteria Decision Support for a Sustainable Supply Chain: Applications to the Fashion Industry. Informatics 4(4): 36 (2017) - 2014
- [j26]Jun Jiang, Kien Ming Ng, Kim Leng Poh, Kwong Meng Teo:
Vehicle routing problem with a heterogeneous fleet and time windows. Expert Syst. Appl. 41(8): 3748-3760 (2014) - [c31]Aldy Gunawan, Kien Ming Ng, Kim Leng Poh, Hoong Chuin Lau:
Hybrid metaheuristics for solving the quadratic assignment problem and the generalized quadratic assignment problem. CASE 2014: 119-124 - [c30]Chunhui Zhou, Kim-Leng Poh:
Optimization of protections against supply chain risks due to intentional acts. ITSC 2014: 232-237 - 2013
- [c29]Mingsheng Gao, Jun Jiang, Kien Ming Ng, Kwong Meng Teo, Kim-Leng Poh:
Cooperative path planning for UAVs with UAV loss considerations. CISDA 2013: 38-44 - [c28]Xi Xi, Kim Leng Poh:
Using System Dynamics for Sustainable Water Resources Management in Singapore. CSER 2013: 157-166 - [i5]Yanping Xiang, Kim-Leng Poh:
Time-Critical Dynamic Decision Making. CoRR abs/1301.6750 (2013) - [i4]Kim-Leng Poh, Eric Horvitz:
A Graph-Theoretic Analysis of Information Value. CoRR abs/1302.3596 (2013) - [i3]Kim-Leng Poh, Michael R. Fehling:
Probabilistic Conceptual Network: A Belief Representation Scheme for Utility-Based Categorization. CoRR abs/1303.1474 (2013) - [i2]Kim-Leng Poh, Eric Horvitz:
Reasoning about the Value of Decision-Model Refinement: Methods and Application. CoRR abs/1303.1475 (2013) - [i1]Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh:
Directed Reduction Algorithms and Decomposable Graphs. CoRR abs/1304.1110 (2013) - 2012
- [j25]Aldy Gunawan, Kien Ming Ng, Kim Leng Poh:
A hybridized Lagrangian relaxation and simulated annealing method for the course timetabling problem. Comput. Oper. Res. 39(12): 3074-3088 (2012) - 2011
- [j24]Kien Ming Ng, Muthu Solayappan, Kim Leng Poh:
Global energy minimization of alanine dipeptide via barrier function methods. Comput. Biol. Chem. 35(1): 19-23 (2011) - [c27]Kien Ming Ng, Jun Jiang, Rui Peng, Kim Leng Poh, Kwong Meng Teo:
Reliability of surveillance mission with unmanned aerial vehicles. IEEM 2011: 1554-1557 - 2010
- [j23]Liwei Fan, Kim-Leng Poh, Peng Zhou:
Partition-conditional ICA for Bayesian classification of microarray data. Expert Syst. Appl. 37(12): 8188-8192 (2010)
2000 – 2009
- 2009
- [j22]Yifeng Zeng, Kim-Leng Poh:
Multi-Agent Graphical Decision Models in Medicine. Appl. Artif. Intell. 23(1): 103-122 (2009) - [j21]Liwei Fan, Kim-Leng Poh, Peng Zhou:
A sequential feature extraction approach for naïve bayes classification of microarray data. Expert Syst. Appl. 36(6): 9919-9923 (2009) - [r1]Liwei Fan, Kim Leng Poh:
Improving the Naïve Bayes Classifier. Encyclopedia of Artificial Intelligence 2009: 879-883 - 2008
- [j20]Peng Zhou, Beng Wah Ang, Kim Leng Poh:
A survey of data envelopment analysis in energy and environmental studies. Eur. J. Oper. Res. 189(1): 1-18 (2008) - [j19]Yifeng Zeng, Kim-Leng Poh:
Symbolic verification of multiagent graphical decision models. Int. J. Intell. Syst. 23(11): 1177-1195 (2008) - [j18]Yuan-Shun Dai, Min Xie, Kim-Leng Poh:
Availability Modeling and Cost Optimization for the Grid Resource Management System. IEEE Trans. Syst. Man Cybern. Part A 38(1): 170-179 (2008) - [c26]Kien Ming Ng, Aldy Gunawan, Kim-Leng Poh:
A Hybrid Algorithm for the Quadratic Assignment Problem. CSC 2008: 261-265 - [c25]Yanping Xiang, Yifeng Zeng, William Zhu, Kim-Leng Poh:
An intelligent design system for military situation assessment. ISKE 2008: 158-163 - 2007
- [j17]Peng Zhou, Kim Leng Poh, Beng Wah Ang:
A non-radial DEA approach to measuring environmental performance. Eur. J. Oper. Res. 178(1): 1-9 (2007) - [c24]Liwei Fan, Kim Leng Poh:
A Comparative Study of PCA, ICA and Class-Conditional ICA for Naïve Bayes Classifier. IWANN 2007: 16-22 - 2006
- [j16]Yuan-Shun Dai, Min Xie, Kim Leng Poh:
Reliability of grid service systems. Comput. Ind. Eng. 50(1-2): 130-147 (2006) - [c23]Aldy Gunawan, Kien Ming Ng, Kim-Leng Poh:
A Mathematical Programming Model For A Timetabling Problem. CSC 2006: 42-47 - [c22]Yi Cao, Kim Leng Poh:
An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation Imputation. ICMLA 2006: 157-161 - [c21]Yanping Xiang, Kim-Leng Poh:
A Knowledge-Based Modeling System for Time-Critical Dynamic Decision-Making. PRICAI 2006: 212-221 - 2005
- [j15]Peng-Kiat Pek, Kim-Leng Poh:
Making decisions in an intelligent tutoring system. Int. J. Inf. Technol. Decis. Mak. 4(2): 207-233 (2005) - [j14]Kim-Leng Poh, K. W. Choo, C. G. Wong:
A heuristic approach to the multi-period multi-commodity transportation problem. J. Oper. Res. Soc. 56(6): 708-718 (2005) - [j13]G. Q. Liu, Kim Leng Poh, Min Xie:
Iterative list scheduling for heterogeneous computing. J. Parallel Distributed Comput. 65(5): 654-665 (2005) - [j12]Yuan-Shun Dai, Min Xie, Kim-Leng Poh:
Modeling and analysis of correlated software failures of multiple types. IEEE Trans. Reliab. 54(1): 100-106 (2005) - [c20]Chang-an Jiang, Kim-Leng Poh, Tze-Yun Leong:
Integration of Probabilistic Graphic Models for Decision Support. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 40-47 - [c19]Yanping Xiang, Kim-Leng Poh:
Constructing Bayesian Network in a Changing World. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 108-113 - [c18]Yifeng Zeng, Kim-Leng Poh:
Graphical Multiagent Decision Model: Towards Adaptability. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 114-120 - [c17]Yifeng Zeng, Guoquan Liu, Kim-Leng Poh:
Grid-Enabled Bayesian Network. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 121- - [c16]Chang-an Jiang, Tze-Yun Leong, Kim-Leng Poh:
Pgmc: a Framework for Probabilistic Graphical Model Combination. AMIA 2005 - [c15]Kien Ming Ng, Tung Ling Tay, Kim-Leng Poh:
A Mathematical Programming Model For Personnel-Equipment Task Rostering. CSC 2005: 129-136 - 2004
- [b1]Min Xie, Yuan-Shun Dai, Kim-Leng Poh:
Computing systems reliability - models and analysis. Kluwer 2004, ISBN 978-0-306-48496-4, pp. I-XIII, 1-293 - [j11]G. Q. Liu, Min Xie, Yuan-Shun Dai, Kim-Leng Poh:
On program and file assignment for distributed systems. Comput. Syst. Sci. Eng. 19(1): 39-48 (2004) - [j10]Min Xie, Yuan-Shun Dai, Kim-Leng Poh, C. D. Lai:
Optimal number of hosts in a distributed system based on cost criteria. Int. J. Syst. Sci. 35(6): 343-353 (2004) - [c14]Yifeng Zeng, Kim-Leng Poh:
Block Learning Bayesian Network Structure from Data. HIS 2004: 14-19 - 2003
- [j9]Yuan-Shun Dai, Min Xie, Kim-Leng Poh, Bo Yang:
Optimal testing-resource allocation with genetic algorithm for modular software systems. J. Syst. Softw. 66(1): 47-55 (2003) - [j8]Yuan-Shun Dai, Min Xie, Kim-Leng Poh, G. Q. Liu:
A study of service reliability and availability for distributed systems. Reliab. Eng. Syst. Saf. 79(1): 103-112 (2003) - [j7]Gregory Levitin, Yuan-Shun Dai, Min Xie, Kim-Leng Poh:
Optimizing survivability of multi-state systems with multi-level protection by multi-processor genetic algorithm. Reliab. Eng. Syst. Saf. 82(1): 93-104 (2003) - [c13]Yifeng Zeng, Kim-Leng Poh:
A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks. HIS 2003: 379-388 - [c12]W. Wang, Kim-Leng Poh:
Fuzzy Multicriteria Decision Making under Attitude and Confidence Analysis. HIS 2003: 440-447 - 2002
- [j6]Yanping Xiang, Kim-Leng Poh:
Time-critical dynamic decision modeling in medicine. Comput. Biol. Medicine 32(2): 85-97 (2002) - [j5]C. D. Lai, Min Xie, Kim-Leng Poh, Yuan-Shun Dai, P. Yang:
A model for availability analysis of distributed software/hardware systems. Inf. Softw. Technol. 44(6): 343-350 (2002) - [j4]Yanping Xiang, Kim-Leng Poh:
Knowledge-based time-critical dynamic decision modelling. J. Oper. Res. Soc. 53(1): 79-87 (2002) - [c11]Yuan-Shun Dai, Min Xie, Kim-Leng Poh:
Reliability Analysis of Grid Computing Systems. PRDC 2002: 97-104 - 2001
- [c10]L. Lin, Kim-Leng Poh, T. K. Lim:
Empirical treatment of chronic cough-a cost-effectiveness analysis. AMIA 2001 - [c9]Songsong Xu, Kim-Leng Poh, Eric Horvitz:
Graphical Analysis of Value of Information in Decision Models. FLAIRS 2001: 155-159 - [c8]Songsong Xu, Kim-Leng Poh:
Value of Information Analysis in Dynamic Influence Diagrams. HIS 2001: 597-610 - [c7]Charles Sheeba Dora, Manish Sarkar, Suman Sundaresh, David Harmanec, Tseng-Tsai Yeo, Kim-Leng Poh, Tze-Yun Leong:
Building decision support systems for treating severe head injuries. SMC 2001: 2952-2957 - 2000
- [j3]Kim-Leng Poh:
An Intelligent Decision Support System for Investment Analysis. Knowl. Inf. Syst. 2(3): 340-358 (2000)
1990 – 1999
- 1999
- [c6]David Harmanec, Tze-Yun Leong, Suman Sundaresh, Kim-Leng Poh, Tseng-Tsai Yeo, Ivan Ng, Thomas W. Lew:
Decision analytic approach to severe head injury management. AMIA 1999 - [c5]Yanping Xiang, Kim-Leng Poh:
Time-Critical Dynamic Decision Making. UAI 1999: 688-695 - 1998
- [j2]Kim-Leng Poh:
A knowledge-based guidance system for multi-attribute decision making. Artif. Intell. Eng. 12(3): 315-326 (1998) - 1996
- [c4]Kim-Leng Poh, Eric Horvitz:
A Graph-Theoretic Analysis of Information Value. UAI 1996: 427-435 - 1994
- [j1]Kim Leng Poh, Michael R. Fehling, Eric Joel Horvitz:
Dynamic Construction and Refinement of Utility-Based Categorization Models. IEEE Trans. Syst. Man Cybern. Syst. 24(11): 1653-1663 (1994) - 1993
- [c3]Kim-Leng Poh, Michael R. Fehling:
Probabilistic Conceptual Network: A Belief Representation Scheme for Utility-Based Categorization. UAI 1993: 166-173 - [c2]Kim-Leng Poh, Eric Horvitz:
Reasoning about the Value of Decision-Model Refinement: Methods and Application. UAI 1993: 174-182 - 1990
- [c1]Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh:
Directed reduction algorithms and decomposable graphs. UAI 1990: 197-208
Coauthor Index
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