International Journal Papers

(*corresponding author)

• [Writing] S. H. Choi and K.-Y. Park*, "An Agent-based Simulation Model for Battery Swapping System of Electric Scooters," IEEE Transactions on Intelligent Transportation Systems, 2023. (SCIE)

• [Writing] B.-G. Kang and S. H. Choi*, "Practical Feasibility Determination for Multi-objective Stochastic Simulation Model," IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023. (SCIE)

• [Submitted] X.-L. Huang and S. H. Choi*, "Feature-Semantic Augmentation Network for Few-Shot Open-Set Recognition" Pattern Recognition, 2024. (SCIE)

• [Submitted] X.-L. Huang and S. H. Choi*, "Class-Channel Concept Aggregation Network for Few-Shot Image Classification" International Journal of Computer Vision, 2024. (SCIE)

• [Submitted] S. H. Choi and B. S. Kim*, "Digital-Twin Modeling Methods through Collaboration of Simulation Modeling and Data Modeling: The Case of Smart Farms," International Journal of Intelligent Systems, 2023. (SCIE)

• [Revision] B. S. Kim and S. H. Choi*, "Pareto Ranking Identification for Multi-objective Stochastic Simulation Model," IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023. (SCIE)

• [Accepted] S. H. Choi and B. S. Kim*. "Intelligent Factory Layout Design Framework through Collaboration between Optimization, Simulation, and Digital Twin," Journal of Intelligent Manufacturing, 2024. (SCIE, IF 8.3) [PDF][WEB]

• [Accepted] M. G. Seok, W. J. Tan, B. Su, W. Cai, J. Kwon, and S. H. Choi*, "Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems," ACM Transactions on Modeling and Computer Simulation (TOMACS), 2024. (SCIE, IF 0.9) [PDF][WEB]

• [IJ_024] X.-L. Huang and S. H. Choi*, "Bimodal semantic fusion prototypical network for few-shot classification," Information Fusion, vol. 109, 102421, Sep. 2024. (SCIE, IF 18.6) [PDF][WEB][Top 10%]

• [IJ_023] X.-L. Huang and S. H. Choi*, "Learning feature alignment and dual correlation for few-shot image classification," CAAI Transactions on Intelligence Technology, vol. 9, no. 2, pp. 303-318, Apr. 2024. (SCIE, IF 5.1) [PDF][WEB][Top 10%]

• [IJ_022] J. W. Bae, C.-H. Lee, J.-W. Lee, and S. H. Choi*, "A Data-driven Agent-based Simulation for the Public Bicycle-Sharing System in Sejong City," Simulation Modelling Practice and Theory, vol. 130, art. no. 102861, Jan. 2024. (SCIE, IF 4.2) [PDF][WEB]

• [IJ_021] M. G. Seok and S. H. Choi*, "Practical Simulation Budget Allocation Method for Ranked Subset Partitioning," IEEE Access, vol. 11, pp. 104347-104358, Sep. 20, 2023. (SCIE, IF 3.476) [PDF][WEB]

• [IJ_020] X.-L. Huang and S. H. Choi*, "SAPENet: Self-Attention based Prototype Enhancement Network for Few-shot Learning," Pattern Recognition, vol. 135, no. 3: 109170, Mar. 2023. (SCIE, IF 8.518) [PDF][WEB][Top 10%]

• [IJ_019] X.-L. Huang, S. J. Lee, C. Z. Kim*, and S. H. Choi*, "An improved strabismus screening method with combination of meta-learning and image processing under data scarcity," PloS One, vol. 17, no. 8: e0269365, Aug. 5, 2022. (SCIE, IF 3.752) [PDF][WEB]

• [IJ_018] X.-L. Huang and S. H. Choi*, “An efficient simulation-based policy improvement with optimal computing budget allocation based on accumulated samples," Electronics, vol. 11, no. 7: 1141, Apr. 4, 2022. (SCIE, IF 2.690) [PDF][WEB]

• [IJ_017] B. S. Kim, T. G. Kim, and S. H. Choi*, "CoDEVS: An Extension of DEVS for Integration of Simulation and Machine Learning," International Journal of Simulation Modelling, vol. 20, no. 4, pp. 661-671, Dec. 2021. (SCIE, IF 2.775) [PDF][WEB]

• [IJ_016] S. H. Choi, and B. S. Kim*, "A robust method for identifying the best and worst subsets in stochastic simulation," International Journal of Simulation Modelling, vol. 20, no. 3, pp. 477-488, Sep. 2021. (SCIE, IF 2.775) [PDF][WEB]

• [IJ_015] X.-L. Huang, S. J. Lee, C. Z. Kim*, and S. H. Choi*, "An Automatic Screening Method for Strabismus Detection Based on Image Processing," PLoS One, vol. 16, no. 8: e0255643, Aug. 3, 2021. (SCIE, IF 3.752) [PDF][WEB]

• [IJ_014] C.-B. Choi, S.-H. Yang, S. H. Choi*, and S.-Y. Jang*, "Modeling & Simulation-based Problem Solving Process in Sustainable Living Lab," Sustainability, vol. 13, no. 7: 3690, Mar. 26, 2021. (SSCI, IF 3.889) [PDF][WEB]

• [IJ_013] S. H. Choi*, B. G. Kang, and T. G. Kim, “A heuristic procedure for selecting the best feasible design in the presence of stochastic constraints,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 2, pp. 1016-1026, Feb. 2021. (SCIE, IF 11.471) [PDF][WEB][Top 10%]

• [IJ_012] S. H. Choi* and T. G. Kim, “Pareto set selection for multiobjective stochastic simulation model,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 11, pp. 4256-4269, Nov. 2020. (SCIE, IF 11.471) [PDF][WEB][Top 10%]

• [IJ_011] S. H. Choi* and T. G. Kim, “A heuristic approach for selecting best-subset including ranking within the subset,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 10, pp. 3852-3862, Oct. 2020. (SCIE, IF 11.471) [PDF][WEB][Top 10%]

• [IJ_010] S. H. Choi and J. W. Bae*, “An effective adjustment to the integration of optimal computing budget allocation for particle swarm optimization in stochastic environments,” IEEE Access, vol. 8, pp. 173654-173665, Sep. 21, 2020. (SCIE, IF 3.476) [PDF][WEB]

• [IJ_009] S. H. Choi and C.-B. Choi*, "A simulation budget allocation procedure for finding both extreme designs simultaneously in discrete-event simulation," IEEE Access, vol. 8, pp. 93978-93986, May 18, 2020. (SCIE, IF 3.476) [PDF][WEB]

• [IJ_008] S. H. Choi and T. G. Kim*, “Enhancing the noise robustness of the optimal computing budget allocation approach,” IEEE Access, vol. 8, pp. 25749-25763, Jan. 31, 2020. (SCIE, IF 3.476) [PDF][WEB]

• [IJ_007] S. H. Choi, C.-B. Choi*, and T. G. Kim, “An improved budget allocation procedure for selecting the best-simulated design in the presence of large stochastic noise,” IEEE Access, vol. 7, pp. 154435-154446, Oct. 22, 2019. (SCIE, IF 3.476) [PDF][WEB]

• [IJ_006] B. G. Kang, S. H. Choi*, S. J. Kwon, J. H. Lee, and T. G. Kim, “Simulation-based optimization on systems model via model transformation and genetic algorithm: A case study of network-centric warfare,” Complexity, vol. 2018, Article ID 4521672, 15 pages, Oct. 3, 2018. (SCIE, IF 2.121) [PDF][WEB]

• [IJ_005] S. H. Choi* and T. G. Kim, “Efficient ranking and selection for stochastic simulation model based on hypothesis test,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 9, pp. 1555–1565, Sep. 2018. (SCIE, IF 11.471) [PDF][WEB][Top 10%]

• [IJ_004] S. H. Choi* and T. G. Kim, “Optimal subset selection of stochastic model using statistical hypothesis test,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 4, pp. 557–564, Apr. 2018. (SCIE, IF 11.471) [PDF][WEB][Top 10%]

• [IJ_003] S. H. Choi, K.-M. Seo*, and T. G. Kim, “Accelerated simulation of discrete event dynamic systems via a multi-fidelity modeling framework,” Applied Sciences, vol. 7, no. 10: 1056, Oct. 13, 2017. (SCIE, IF 2.838) [PDF][WEB]

• [IJ_002] B. S. Kim*, B. G. Kang, S. H. Choi, and T. G. Kim, “Data modeling versus simulation modeling in the big data era: case study of a greenhouse control system,” Simulation, vol. 93, no. 7, pp. 579–594, Jun. 9, 2017. (SCIE, IF 1.699, SCS Editor's Choice Award) [PDF][WEB]

• [IJ_001] C.-B. Choi*, M.-G. Seok, S. H. Choi, T. G. Kim, and S.-H. Kim, “Military serious game federation development and execution process based on interoperation between game application and constructive simulators,” International Journal of Simulation and Process Modelling, vol. 10, no. 2, pp. 103–116, Jul. 7, 2015. (SCOPUS) [PDF][WEB]