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Publications (Professor Chen, Tzu-Li)

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  1. Jr-Fong Dang, Tzu-Li Chen* and Hung-Yi Huang, “The Human-Centric Framework Integrating Knowledge Distillation Architecture with Fine-Tuning Mechanism for Equipment Health Monitoring”, Advanced Engineering Informatics, Vol. 65, Article 103167, 2025. (SCI)
  2. Tzu-Li Chen* and Yu-Xuan Li, “Applying Mixed-Integer Simulation Optimization for Tactical Design Decisions of Robotic Sorting System with Guaranteed Security Level to Combat Illicit Trade”, Advanced Engineering Informatics, Vol. 65, Article 103164, 2025. (SCI
  3. Kuo-Hao Chang, Tzu-Li Chen*, Yi-Ting Lee and Tzu-Yin Chang, “Stochastic Ambulance Dispatching and Routing in Mass Casualty Incident under Road Vulnerability”, Journal of the Operational Research Society, Vol. 76, No. 1, pp. 34-60, 2025. (SCI)
  4. James C. Chen, Tzu-Li Chen, Yin-Yann Chen and Yung-Hsin Su, “Applying a Modified Adaptive Large Neighborhood Search for Truck Scheduling and Pile Assignment in a Two-Stage Sorting System”, European Journal of Industrial Engineering, Vol. 19, No. 2, pp. 128-161, 2025. (SCI)
  5. James C. Chen, Dewanti Anggrahini and Tzu-Li Chen, “Current research and future challenges in parcel hub towards logistics 4.0: A systematic literature review from a decision-making perspective”, International Journal of Production Research, Vol. 62, No. 23, pp. 8562-8593, 2024. (SCI)
  6. Ming-Sung Shih, James C. Chen, Tzu-Li Chen*, Chih-Hsiung Chiang and Ching-Lan Hsu, “Machine-learning-based sampling inspection under OQC capacity for real-time quality monitoring in the TFT-LCD industry”, International Journal of Production Research, in press, 2024. (SCI)
  7. Ming-Sung Shih, James C. Chen, Tzu-Li Chen* and Ching-Lan Hsu, “Two-Phase Cost-Sensitive-Learning-Based Framework on Customer-Side Quality Inspection for TFT-LCD Industry”, Journal of Intelligent Manufacturing, in press, 2024. (SCI)
  8. Kuo-Ching Yao, Tzu-Li Chen*, James C. Chen and Chia-Ruei Li, “Grinding Wheel Specification Cybernetic Recommendation with Multi-Task Multi-Imbalanced Learning in Smart Manufacturing System”, Advanced Engineering Informatics, Vol. 61, Article 102565, 2024. (SCI)
  9. Kuo-Hao Chang and Tzu-Li Chen*, “Simulation Learning and Optimization: Methodology and Applications”, Asia-Pacific Journal of Operational Research, in press, 2024. (SCI)
  10. Tzu-Li Chen, James C. Chen, Yin-Yann Chen, and Yu-Jie Chang, “The optimal configuration for various placement machines in PCB assembly lines”, Annals of Operations Research, in press, 2024. (SCI)
  11. James C. Chen, Tzu-Li Chen*, and Ping-Hsuan Wu, “Truck Scheduling with Fixed Outbound Departures in a Closed-Loop Conveyor System with Shortcuts”, Flexible Services and Manufacturing Journal, Vol. 36, pp. 1107–1156, 2024. (SCI)
  12. James C. Chen, Tzu-Li Chen, Yin-Yann Chen, and Min-Yu Chung, “Multi-resource constrained scheduling considering process plan flexibility and lot streaming for the CNC machining industry”, Flexible Services and Manufacturing Journal, Vol. 36, pp. 946–993, 2024. (SCI)
  13. Chen-Yang Cheng, Pourya Pourhejazy and Tzu-Li Chen*, “Computationally Efficient Approximate Dynamic Programming for Multi-site Production Capacity Planning with Uncertain Demands”, Flexible Services and Manufacturing Journal, Vol. 35, pp. 797–837, 2023. (SCI)
  14. James C. Chen, Tzu-Li Chen*, Wei-Chen Huang, Peter Peng and Tony Lin, “Supply Chain Planning for IC Design House Back-end Production Network with Turnkey Service”, IEEE Transactions on Semiconductor Manufacturing, Vol. 36, No.3, pp. 458-475, 2023. (SCI)
  15. Yin-Yann Chen, Tzu-Li Chen, Chun-Chih Chiu and Yi-Jia Wu, “A multi-trip vehicle routing problem considering time windows and limited duration under parking constraints with a heterogeneous fleet in cold supply chain logistics”, Transportation Planning and Technology, Vol. 46, No.3, pp. 335-358, 2023. (SCI)
  16. Kuo-Hao Chang, Tzu-Li Chen*, Fu-Hao Yang and Tzu-Yin Chang, “Simulation Optimization for Stochastic Casualty Collection Point Location and Resource Allocation Problem in a Mass Casualty Incident”, European Journal of Operational Research, Vol. 309, No.3, pp. 1237-1262, 2023. (SCI)
  17. James C. Chen, Tzu-Li Chen* and Yu-Hsin Lee, “Simulation Optimization for Parcel Hub Scheduling Problem in Closed-loop Sortation System with Shortcuts”, Simulation Modelling Practice and Theory, Vol. 124, Article 102728, 2023. (SCI)
  18. James C. Chen, Tzu-Li Chen*, Han-Yu Hu, Peter Peng and Tony Lin, “Multi-objective Order Promising for Outsourcing Supply Network of IC Design Houses”, IEEE Transactions on Semiconductor Manufacturing, Vol. 35, No.4, pp. 680-697, 2022. (SCI)
  19. James C. Chen, Tzu-Li Chen, Hsiang-Leng Wang and Ping-Chen Chang, “Underwater Abnormal Classification System Based on Deep Learning: A Case study on Aquaculture Fish Farm in Taiwan”, Aquacultural Engineering, Vol. 99, Article 102290, 2022. (SCI)
  20. Tzu-Li Chen*, James C. Chen, Wen-Han Chang, Weide Tsai, Mei-Chuan Shih and Achmad Wildan Nabila, “Imbalanced Prediction of Emergency Department Admission Using Natural Language Processing and Deep Neural Network”, Journal of Biomedical Informatics, Vol. 133, Article 104171, 2022. (SCI)
  21. James C. Chen, Yin-Yann Chen, Tzu-Li Chen and Yu-Chia Yang, “An adaptive genetic algorithm-based and AND/OR graph approach for disassembly line balancing problem”, Engineering Optimization, Vol. 54, No.9, pp. 1583-1599, 2022. (SCI)
  22. Ming. Zhao, Shuo-Tsung Chen, Tzu-Li Chen, Shu-Yi Tu, Cheng-Ta Yeh, Fang-Yu Lin and Hao-Chun Lu, “Intelligent Healthcare System Using Patients Confidential Data Communication in Electrocardiogram Signals”, Frontiers in Aging Neuroscience, Vol. 14, Article 870844, 2022. (SCI)
  23. James C. Chen, Yin-Yann Chen, Tzu-Li Chen and Yi-Hsuan Lin, “Multi-Project Scheduling with Multi-Skilled Workforce Assignment Considering Uncertainty and Learning Effect for Large-Scale Equipment Manufacturer”, Computers & Industrial Engineering, Vol. 169, Article 108240, 2022. (SCI)
  24. James C. Chen, Hung-Yu Lee, Wen-Haiung Hsieh and Tzu-Li Chen*, “Applying hybrid genetic algorithm to multi-mode resource constrained multi-project scheduling problems”, Journal of the Chinese Institute of Engineers, Vol. 45, No.1, pp.42-53, 2022. (SCI)
  25. James C. Chen, Tzu-Li Chen*, Wei-Jun Liu, C. C. Cheng and Meng-Gung Li, “Combining Empirical Mode Decomposition and Deep Recurrent Neural Networks for Predictive Maintenance of Lithium-Ion Battery”, Advanced Engineering Informatics, Vol. 50, Article 101405, 2021. (SCI)
  26. James C. Chen, Tzu-Li Chen* and Yu-Ching Teng, “Meta-model based Simulation Optimization for Automated Guided Vehicle System under Different Charging Mechanisms”, Simulation Modelling Practice and Theory, Vol. 106, Article 102208, 2021. (SCI)
  27. Tzu-Li Chen, James C. Chen, Chien-Fu Huang and Ping-Chen Chang, “Solving the layout design problem by simulation-optimization approach—A case study on a sortation conveyor system”, Simulation Modelling Practice and Theory, Vol. 106, Article 102192, 2021. (SCI)
  28. James C. Chen, Tzu-Li Chen* and Hsiao-Ching Hung, “Capacity allocation with lot splitting in photolithography area using hybrid genetic algorithm based on self-tuning strategy”, Computers & Industrial Engineering, Vol. 148, Article 106656, 2020. (SCI)
  29. Wen-Han Chang, Sonia M. Lo, Tzu-Li Chen, James C. Chen and Hao-Ning Wu, “Utilizing Online Stochastic Optimization on Scheduling of Intensity-Modulate Radiotherapy Therapy (IMRT)”, Journal of Biomedical Informatics, Vol. 108, Article 103499, 2020. (SCI)
  30. Tzu-Li Chen, Chen-Yang Cheng and Yi-Han Chou, “Multi-Objective Genetic Algorithm for Energy-Efficient Hybrid Flow Shop Scheduling with Lot Streaming”, Annals of Operations Research, Vol. 290, No.1-2, pp.813-836, 2020. (SCI)
  31. James C. Chen, Tzu-Li Chen*, Ting-Chieh Ou and Yu-Hsin Lee, “Adaptive Genetic Algorithm for Parcel Hub Scheduling Problem with Shortcuts in Closed-Loop Sortation System”, Computers & Industrial Engineering, Vol. 138, Article 106114, 2019. (SCI)
  32. James C. Chen, Yin-Yann Chen, Tzu-Li Chen and Yi-Hsin Kuo, “Applying two-phase adaptive genetic algorithm to solve multi-model assembly line balancing problems in TFT–LCD module process”, Journal of Manufacturing Systems, Vol. 52, pp. 86-99, 2019. (SCI)
  33. Yen-Yi Feng, I-Chin Wu, Tzu-Li Chen and Wen-Han Chang, " A Hybrid Data Mining Approach for Generalizing Characteristics of Emergency Department Visits Causing Overcrowding", Journal of Library and Information Studies, 2019, Vol. 17, pp. 1–35, (TSSCI). [in Chinese].
  34. James C. Chen, Tzu-Li Chen*, Bayu Rezki Pratama and Qian-Fang Tu, “Capacity Planning with Ant Colony Optimization for TFT-LCD Array Manufacturing”, Journal of Intelligent Manufacturing, Vol. 29, No.8, pp.1695-1713, 2018. (SCI)
  35. I-Chin Wu, Tzu-Li Chen, Guan-Qun Hong, Yen-Ming Chen and Tzu-Chi Liu, "A Symbolic Time-series Data Mining Framework for Analyzing Load Profiles of Electricity Consumption", Journal of Library and Information Studies, 2017, Vol. 15, pp. 21–44, (TSSCI). [in Chinese].
  36. James C. Chen, Yin-Yann Chen, Tzu-Li Chen and Jim Z. Lin, “Comparison of Simulated Annealing and Tabu-Search Algorithms in Advanced Planning and Scheduling System for TFT-LCD Color Filter Fabs”, International Journal of Computer Integrated Manufacturing, Vol. 30, pp. 516–534, 2017. (SCI)
  37. Yen-Yi Feng, I-Chin Wu and Tzu-Li Chen*, “Stochastic resource allocation in emergency departments with a multi-objective simulation optimization algorithm”, Health Care Management Science, Vol. 20, pp. 55–75, 2017. (SSCI)
  38. James C. Chen, Tzu-Li Chen* and Harry Harianto, “Capacity Planning for Packaging Industry”, Journal of Manufacturing Systems, Vol. 42, pp. 153–169, 2017. (SCI)
  39. Yi-Wen Chen, Li-Chih Wang, Allen Wang, and Tzu-Li Chen, “A particle swarm approach for optimizing a multi-stage closed loop supply chain for the solar cell industry”, Robotics and Computer-Integrated Manufacturing, Vol. 43, pp. 111–123, 2017. (SCI)
  40. Tzu-Li Chen, I-Chin Wu, Chung-Lun Yang and Yen-Yi Feng, "An Empirical Study on Mining Behaviors of Patients Based on Their Length of Stay in the Emergency Department ", Journal of Management & Systems, Vol. 23, pp. 527-561, 2016. (TSSCI). [in Chinese].
  41. James C. Chen, Tzu-Li Chen*, Bayu Rezki Pratama and Qian-Fang Tu, “Capacity Planning in Thin Film Transistor - Liquid Crystal Display Cell Process”, Journal of Manufacturing Systems, Vol. 39, pp. 63-78, 2016. (SCI)
  42. Tzu-Li Chen* and Chih-Chieh Wang “Multi-objective simulation optimization for medical capacity allocation in emergency department”, Journal of Simulation, Vol. 10, No.1, pp. 50-68, 2016. (SCI)
  43. Chen-Yang Cheng, Yin-Yann Chen, Tzu-Li Chen and John Jung-Woon Yoo, “Using a hybrid approach based on the particle swarm optimization and ant colony optimization to solve a joint order batching and picker routing problem”, International Journal of Production Economics, Vol. 170, pp. 805-814, 2015. (SCI)
  44. James C. Chen, Cheng-Ju Sun and Tzu-Li Chen*, “Capacity Planning for Integrated Circuit Final Test Plants”, International Journal of Computer Integrated Manufacturing, Vol. 28, No.12, pp. 1262-1274, 2015. (SCI)
  45. Tzu-Li Chen, Chen-Yang Cheng, Yin-Yann Chen and Li-Kai Chan, “An efficient hybrid algorithm for integrated order batching, sequencing and routing problem”, International Journal of Production Economics, Vol. 159, pp. 158-167, 2015. (SCI)
  46. Chen-Yang Cheng, Tsung Yin Ou, Tzu-Li Chen and Yin-Yann Chen, “Transferring cognitive apprenticeship to manufacturing process knowledge management system: a case study of small and medium-sized coating industry”, VINE, Vol. 44, No.3, pp. 420-444, 2014.
  47. I-Chin Wu, Ruei-Jie Li, and Tzu-Li Chen*, “A Vehicular Maintenance and Replacement Decision Support System in Distribution Services: A Data Mining Technique", Journal of Management & Systems, Vol. 21, pp. 111-137, 2014. (TSSCI). [in Chinese].
  48. Chen-Yang Cheng, Tzu-Li Chen, and Yin-Yann Chen, “An Analysis of the Structural Complexity of Supply Chain Networks”, Applied Mathematical Modelling, Vol. 38, No.9-10 pp. 2328–2344, 2014. (SCI)
  49. Li-Chih Wang, Yin-Yann Chen, Tzu-Li Chen, Chen-Yang Cheng and Chin-Wei Chang, “A Hybrid Flowshop Scheduling Model Considering Dedicated Machines and Lot-splitting for the Solar Cell Industry”, International Journal of Systems Science, Vol. 45, No.10 pp. 2055–2071, 2014. (SCI)
  50. James T. Lin, Tzu-Li Chen*, and Hsiao-Ching Chu, “A Stochastic Dynamic Programming Approach for Multi-Site Capacity Planning in TFT-LCD Manufacturing under Demand Uncertainty”, International Journal of Production Economics, Vol. 148, pp. 21-36, 2014. (SCI)
  51. Tzu-Li Chen*, James T. Lin, and Cheng-Hung Wu, “Coordinated Capacity Planning in Two-stage Thin-Film-Transistor Liquid-Crystal-Display (TFT-LCD) Production Networks”, OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE , Vol. 42, No.1, pp. 141-156, 2014. (SCI)
  52. Tzu-Li Chen*, Yin-Yann Chen and Hao-Chun Lu, “A capacity allocation and expansion model for TFT-LCD multi-site manufacturing”, Journal of Intelligent Manufacturing, Vol. 24, No.4, pp.847-872, 2013. (SCI)
  53. Chen-Yang Cheng, Tzu-Li Chen*, Li-Chih Wang and Yin-Yann Chen “A Genetic Algorithm for the Multi-Stage and Parallel-Machine Scheduling Problem with job splitting – A Case Study for the Solar Cell Industry”, International Journal of Production Research, Vol. 51, No.16, pp. 4755-4777, 2013. (SCI)
  54. Yin-Yann Chen, Tzu-Li Chen and Cheng-Dar Liou, “Medium-term Multi-plant Capacity Planning Problems Considering Auxiliary Tools for the Semiconductor Foundry”, International Journal of Advanced Manufacturing Technology, Vol. 64, pp. 1213-1230, 2013. (SCI)
  55. Hao-Chun Lu and Tzu-Li Chen*, “Efficient Model for Interval Goal Programming with Arbitrary Penalty Function”, Optimization Letters, Vol. 7, pp.325-341, 2013. (SCI)
  56. Yin-Yann Chen, Chen-Yang Cheng, Li-Chih Wang and Tzu-Li Chen, “A hybrid approach based on the variable neighborhood search and particle swarm optimization for parallel machine scheduling problems- a case study for solar cell industry”, International Journal of Production Economics, Vol. 141, pp. 66-78, 2013. (SCI)
  57. Tzu-Li Chen and Hao-Chun Lu, “Stochastic Multi-Site Capacity Planning of TFT-LCD Manufacturing Using Expected Shadow-Price Based Decomposition”, Applied Mathematical Modelling, Vol. 36, pp.5901-5919, 2012. (SCI)
  58. Yin-Yann Chen, James T. Lin and Tzu-Li Chen, "A Two-Phase Dynamic Dispatching Approach to Semiconductor Wafer Testing", Robotics and Computer-Integrated Manufacturing, Vol. 27, pp.889-901, 2011. (SCI)
  59. James T. Lin, Cheng-Hung Wu, Tzu-Li Chen and Shin-Hui Shih, “A Stochastic Programming Model for Strategic Capacity Planning in Thin Film Transistor – Liquid Crystal Display (TFT-LCD) Industry”, Computers & Operations Research, Vol. 38, pp.992-1007, 2011. (SCI)
  60. James T. Lin* and Tzu-Li Chen, “A Hierarchical Planning and Scheduling Framework for TFT-LCD Production Chain”, Automation Quarterly, Sep. 2010. [in Chinese].
  61. Tzu-Li Chen*, James T. Lin and Shu-Cherng Fang, “A Shadow-Price Based Heuristic for Capacity Planning of TFT-LCD Manufacturing”, Journal of Industrial and Management Optimization, Vol. 6, No.1, pp.209-239, 2010. (SCI)
  62. James T. Lin, Tzu-Li Chen and Yen-Ting Lin, “Critical Material Planning for TFT-LCD Production Industry”, International Journal of Production Economics, Vol.122, No. 2, pp.639-655, 2009. (SCI)
  63. James T. Lin, Chien-Chi Tsai, Yin-Yann Chen and Tzu-Li Chen, "Dispatching Rules with Queue-Time-Limit Consideration for Furnace in Wafer Fabrication Factory", Journal of Advanced Engineering, Vol. 4, No. 3, pp. 273-278, 2009. [in Chinese]
  64. James T. Lin, Tzu-Li Chen* and Wei-June Chen, “Capacity and product mix planning problem for TFT Array multi-plant”, Journal of the Chinese Institute of Industrial Engineers, Vol.24, No.6, pp.489-504, 2007. (EI, TSSCI)
  65. James T. Lin, Tzu-Li Chen, Tiffany Tsai, Jeffery J. Lai and Tuo-Chung Huang, “A SCOR-Based Methodology for Analyzing and Designing Supply Chain”, International Journal of Electronic Business Management, Vol.3, No.1, pp.1-7, 2005. (EI)
  66. James T. Lin, Tzu-Li Chen* and Chien-Chung Huang, “A Hierarchy Planning Model for TFT-LCD Production Chain”, International Journal of Electronic Business Management, Vol.2, No.1, pp.59-68, 2004. (EI)

 

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