工業工程與管理學系

2025

Optimal Tool Path Planning in Five-Axis Flank Milling for Cylindrical Cutters using Surrogate Models and Multi-Level Space Reduction Techniques

Yi, J., Kuo, C. L., Tien, K. W. & Chu, C. H., 3月 2025, 於: Advances in Engineering Software. 201, 103854.

研究成果: Article › 同行評審

2024

A bagging approach for improved predictive accuracy of intradialytic hypotension during hemodialysis treatment

Liu, C.-L., Lee, M.-H., Hsueh, S.-N., Chung, C.-C., Lin, C.-J., Chang, P.-H., Luo, A.-C., Weng, H.-C., Lee, Y.-H., Dai, M.-J. & Tsai, M.-J., 1 4月 2024, 於: Computers in Biology and Medicine. 172, N/A, p. 1-11 11 p., 108244.

研究成果: Article › 同行評審

4 引文斯高帕斯（Scopus）

Adapted techniques of explainable artificial intelligence for explaining genetic algorithms on the example of job scheduling

Wang, Y. C. & Chen, T., 1 3月 2024, 於: Expert Systems with Applications. 237, 121369.

研究成果: Article › 同行評審

9 引文斯高帕斯（Scopus）

A deep neural network with modified random forest incremental interpretation approach for diagnosing diabetes in smart healthcare

Chen, T. C. T., Wu, H. C. & Chiu, M. C., 2月 2024, 於: Applied Soft Computing. 152, 111183.

研究成果: Article › 同行評審

13 引文斯高帕斯（Scopus）

Advancements in intelligent driving assistance: A machine learning approach to identify real-time driving strategies using environmental, eye movement, control-related, and kinetic-related data

Lai, H.-Y., 1 10月 2024, 於: Advanced Engineering Informatics. 62, 102745.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

A fuzzy collaborative forecasting approach based on XAI applications for cycle time range estimation

Chen, T. C. T., Lin, C. W. & Lin, Y. C., 1月 2024, 於: Applied Soft Computing. 151, 111122.

研究成果: Article › 同行評審

5 引文斯高帕斯（Scopus）

A hybrid method to solve reliability-cost-oriented bi-objective machine configuration problem for a flow shop system

Yeh, C. T., Yeng, L. C. L., Lin, Y. K. & Chao, Y. L., 9月 2024, 於: Annals of Operations Research. 340, 1, p. 643-669 27 p.

研究成果: Article › 同行評審

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A machine learning study for predicting driver goals in contingencies with leading and lagging features during goal determination

Lai, H. Y., 15 3月 2024, 於: Expert Systems with Applications. 238, 121864.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

A one-stage memetic algorithm for jointly detecting hierarchical and overlapping community structures in dynamic social networks

Lin, C. C., Chin, H. H., Chen, Z. Y. A. & Wu, J. C., 11月 2024, 於: Wireless Networks. 30, 8, p. 6739-6759 21 p.

研究成果: Article › 同行評審

A reliability prediction model for a multistate cloud/edge-based network based on a deep neural network

Huang, D. H., Huang, C. F. & Lin, Y. K., 9月 2024, 於: Annals of Operations Research. 340, 1, p. 271-287 17 p.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Assessing network reliability in a hybrid flow shop with rush order insertion

Chang, P. C., Yeng, L. C. L., Cheng, Y. C. & Lin, Y. K., 5月 2024, 於: Reliability Engineering and System Safety. 245, 109990.

研究成果: Article › 同行評審

Assessing the ecosystem service values of tea plantations using conventional and organic farming methods: Is organic farming always better?

Liu, W. Y., Chiang, C. Y., Yap, J. L. & Lin, C. C., 1月 2024, 於: Ecological Indicators. 158, 111355.

研究成果: Article › 同行評審

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1 引文斯高帕斯（Scopus）

Conservative Profitability Evaluation for a Newsboy-Type Product: Frequentist Approach versus Bayesian Approach

Su, R. H., Hou, C. D., Wu, C. H. & Lin, C. I., 1 9月 2024, 於: Journal of Testing and Evaluation. 52, 5, p. 1-17 17 p.

研究成果: Article › 同行評審

Distributed Flexible Job Shop Scheduling through Deploying Fog and Edge Computing in Smart Factories Using Dual Deep Q Networks

Lin, C. C., Peng, Y. C., Chen, Z. Y. A., Fan, Y. H. & Chin, H. H., 6月 2024, 於: Mobile Networks and Applications. 29, 3, p. 886-904 19 p.

研究成果: Article › 同行評審

DualDomain-AttenNet: Synergizing time–frequency analysis and attention mechanisms for Motor Imagery BCI enhancement

Liu, C. L. & Huang, P. T., 10月 2024, 於: Advanced Engineering Informatics. 62, 102697.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Dynamic Job-Shop Scheduling via Graph Attention Networks and Deep Reinforcement Learning

Liu, C. L., Tseng, C. J. & Weng, P. H., 1 6月 2024, 於: IEEE Transactions on Industrial Informatics. 20, 6, p. 8662-8672 11 p.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Effects of training methods on performance of a scaffolding task for workers with different spatial ability

Ho, H. Y., Wang, A. H. & Wu, C. H., 2024, 於: International Journal of Occupational Safety and Ergonomics. 30, 3, p. 985-994 10 p.

研究成果: Article › 同行評審

Enhancing the effectiveness of output projection in wafer fabrication using an Industry 4.0 and XAI approach

Chen, T. C. T., Wang, Y. C. & Lin, C. W., 9月 2024, 於: International Journal of Advanced Manufacturing Technology. 134, 1-2, p. 113-125 13 p.

研究成果: Article › 同行評審

Enhancing urban climate resilience: A holistic evaluation of urban forest disservices in the aftermath of typhoons

Liu, W. Y., Liu, C. R. & Lin, C. C., 3月 2024, 於: Urban Climate. 54, 101857.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

EQUILIBRIUM BALKING STRATEGIES IN UNOBSERVABLE QUEUES WITH MULTIPLE VACATIONS AND AN OPTIONAL SERVICE

Yang, D. Y., Dai, Y. Y. & Wu, C. H., 1 5月 2024, 於: RAIRO - Operations Research. 58, 3, p. 2569-2589 21 p.

研究成果: Article › 同行評審

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Evaluating innovative future robotic applications in manufacturing using a fuzzy collaborative intelligence approach

Chen, T. C. T. & Wang, Y. C., 2月 2024, 於: International Journal of Advanced Manufacturing Technology. 130, 11-12, p. 6027-6041 15 p.

研究成果: Article › 同行評審

Impact of the COVID-19 Pandemic on the Revenue of the Catering Industry: Taiwan as an Example

Wu, H. C., Chen, T. C. T. & Wang, S. Y., 1 4月 2024, 於: SAGE Open. 14, 2

研究成果: Article › 同行評審

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INTEGRATING INTEGER PROGRAMMING WITH HEURISTIC ALGORITHM TO SOLVE THE WAREHOUSE RELOCATION PROBLEM OF AUTOMATED STORAGE AND RETRIEVAL SYSTEMS WITH MULTIPLE LOADING DEPOTS

Chang, Y. C., Chang, K. H., Meng, H. M. & Chang, C. H., 2024, 於: International Journal of Industrial Engineering : Theory Applications and Practice. 31, 1, p. 46-64 19 p.

研究成果: Article › 同行評審

Joint green dynamic order batching and picker routing problem using PSO with global worst experience

Lin, C. C., Peng, Y. C. & Kang, J. R., 3月 2024, 於: Applied Soft Computing. 154, 111336.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Manufacturing system evaluation in terms of system reliability via long short-term memory

Huang, C. H. & Lin, Y. K., 11月 2024, 於: Reliability Engineering and System Safety. 251, 110365.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Matrix-augmentation approach for machine repair problem with generally distributed repair times during working breakdown periods

Wu, C. H., Yang, D. Y. & He, T. E., 11月 2024, 於: Mathematics and Computers in Simulation. 225, p. 1019-1038 20 p.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Network reliability evaluation of a supply chain under supplier sustainability

Lin, K. Y. & Lin, Y. K., 4月 2024, 於: Computers and Industrial Engineering. 190, 110023.

研究成果: Article › 同行評審

4 引文斯高帕斯（Scopus）

Optimal deployment of private 5G multi-access edge computing systems at smart factories: Using hybrid crow search algorithm

Lin, C. C., Deng, D. J., Hsieh, L. T. & Pan, P. T., 7月 2024, 於: Journal of Network and Computer Applications. 227, 103906.

研究成果: Article › 同行評審

Optimal deployment of vehicular cloud computing systems with remote microclouds

Bi, C., Li, J., Feng, Q., Lin, C. C. & Su, W. C., 8月 2024, 於: Wireless Networks. 30, 6, p. 5305-5317 13 p.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Optimizing two-variable gamma accelerated degradation tests with a semi-analytical approach

Tung, H. P., 6月 2024, 於: Naval Research Logistics. 71, 4, p. 499-508 10 p.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Performance Sensitivity Analysis for Machine Repair Problem with Two Failure Modes and Working Vacation

Wu, C. H., Yang, D. Y. & Ko, M. H., 1 4月 2024, 於: International Journal of Reliability, Quality and Safety Engineering. 31, 2, 2350040.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Phase-type distribution models for performance evaluation of condition-based maintenance

Tien, K. W. & Prabhu, V., 2024, 於: Production and Manufacturing Research. 12, 1, 2380723.

研究成果: Article › 同行評審

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1 引文斯高帕斯（Scopus）

Production planning and control of a pharmaceutical supply chain using evolutionary fuzzy approach

Chen, T. C. T., Wang, Y. C. & Lin, Y. C., 2024, (Accepted/In press) 於: Journal of Engineering Research (Kuwait).

研究成果: Article › 同行評審

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3 引文斯高帕斯（Scopus）

Recommending suitable hotels to travelers in the post-COVID-19 pandemic using a novel FAHP-fuzzy TOPSIS approach

Chen, T. C. T., Wu, H. C. & Hsu, K. W., 10月 2024, 於: Complex and Intelligent Systems. 10, 5, p. 6901-6915 15 p.

研究成果: Article › 同行評審

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Reentrant hybrid flow shop scheduling with stockers in automated material handling systems using deep reinforcement learning

Lin, C. C., Peng, Y. C., Chang, Y. S. & Chang, C. H., 3月 2024, 於: Computers and Industrial Engineering. 189, 109995.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Reliability of a Multiple-Demand Multistate Air Transport Network With Flight Delays and Budget Constraints

Nguyen, T. P. & Lin, Y. K., 2024, 於: IEEE Transactions on Reliability. 73, 3, p. 1619-1632 14 p.

研究成果: Article › 同行評審

Rescue and safety system development and performance evaluation by network reliability

Huang, C. H. & Lin, Y. K., 1月 2024, 於: Reliability Engineering and System Safety. 241, 109669.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Sustainable supply chain evaluation with supplier sustainability in terms of reliability

Lin, K. Y. & Lin, Y. K., 2024, (Accepted/In press) 於: Annals of Operations Research.

研究成果: Article › 同行評審

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4 引文斯高帕斯（Scopus）

Temporal learning in predictive health management using channel-spatial attention-based deep neural networks

Liu, C. L. & Su, H. C., 10月 2024, 於: Advanced Engineering Informatics. 62, 102604.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

The Optimization of Energy Consumption and CO₂ Emission in the Product Hazardous Substances Report Making

Hsu, C. C. & Lin, C. C., 5月 2024, 於: International Journal of Precision Engineering and Manufacturing - Green Technology. 11, 3, p. 889-907 19 p.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Using WPCA and EWMA Control Chart to Construct a Network Intrusion Detection Model

Tsai, Y. T., Wang, C. H., Chang, Y. C. & Tong, L.-I., 2024, 於: IET Information Security. 2024, 1, 3948341.

研究成果: Article › 同行評審

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2023

3D Printer Selection for Aircraft Component Manufacturing Using a Nonlinear FGM and Dependency-Considered Fuzzy VIKOR Approach

Wang, Y. C., Chen, T. & Lin, Y. C., 7月 2023, 於: Aerospace. 10, 7, 591.

研究成果: Article › 同行評審

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6 引文斯高帕斯（Scopus）

A deep learning sequence model based on self-attention and convolution for wind power prediction

Liu, C. L., Chang, T. Y., Yang, J. S. & Huang, K. B., 12月 2023, 於: Renewable Energy. 219, 119399.

研究成果: Article › 同行評審

10 引文斯高帕斯（Scopus）

A heterogeneous fuzzy collaborative intelligence approach: Air quality monitor selection study

Chen, T. C. T., Lin, Y. C. & Wang, Y. C., 12月 2023, 於: Applied Soft Computing. 149, 111000.

研究成果: Article › 同行評審

5 引文斯高帕斯（Scopus）

Altruistic production and distribution planning in the multilayer dual-channel supply chain: Using an improved NSGA-II with lion pride algorithm

Lin, C. C., Liu, W. Y., Peng, Y. C. & Lee, T. K., 2月 2023, 於: Computers and Industrial Engineering. 176, 108884.

研究成果: Article › 同行評審

12 引文斯高帕斯（Scopus）

A modified random forest incremental interpretation method for explaining artificial and deep neural networks in cycle time prediction

Chen, T. & Wang, Y. C., 6月 2023, 於: Decision Analytics Journal. 7, 100226.

研究成果: Article › 同行評審

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6 引文斯高帕斯（Scopus）

A multi-task learning model for building electrical load prediction

Liu, C. L., Tseng, C. J., Huang, T. H., Yang, J. S. & Huang, K. B., 1 1月 2023, 於: Energy and Buildings. 278, 112601.

研究成果: Article › 同行評審

20 引文斯高帕斯（Scopus）

An efficient approximating alpha-cut operations approach for deriving fuzzy priorities in fuzzy multi-criterion decision-making

Chen, T. C. T., Wang, Y. C. & Chiu, M. C., 5月 2023, 於: Applied Soft Computing. 139, 110238.

研究成果: Article › 同行評審

4 引文斯高帕斯（Scopus）

A New Portable Home Nursing Care Support System with Scheduling and Flexible Real-time Routing Mechanism

Hung, L. P., Peng, S. L., Lin, C. C. & Hsu, J. L., 1月 2023, 於: Journal of Internet Technology. 24, 1, p. 77-87 11 p.

研究成果: Article › 同行評審

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1 引文斯高帕斯（Scopus）

An explainable deep-learning approach for job cycle time prediction

Wang, Y. C., Chen, T. & Chiu, M. C., 3月 2023, 於: Decision Analytics Journal. 6, 100153.

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20 引文斯高帕斯（Scopus）

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