實驗室成果
期刊論文
1. Zhuang, Z.-Y., Hsu, Y.-C. & Yuan,S.-M. (2022 Aug). Assisting Pre-Delivery Firmware Quality Assessments Using Ensemble Learning. Journal of the Chinese Institute of Engineers (JCIE) (中國工程學刊), in press. (SCI ) (MOST 109-2410-H-992-015, MOST 110-2410-H-992-020)
2. Lin, C.-C. & Zhuang, Z.-Y.*(2022 July). Qualifying data on railroad track vibrations: a hybrid data preprocessing flow of statistical and machine learning approaches. Journal of the Chinese Institute of Engineers (JCIE) (中國工程學刊), in press. (SCI) (MOST 109-2410-H-992-015, MOST 110-2410-H-992-020l)
3. Hsu, M.-H., Yang, Y.-W., & Zhuang, Z.-Y* (2023 May). Applications of (Big) Data Analysis in A/E/C. Buildings, 13(6), 1442. (SCI Q2, 46/139 Civil Engineering, I.F.=3.80).
4. Zhuang, Z.-Y., Amin Hocine, Noureddine Kouaissah, & Gregory A. Kiker (2022 May). Optimising Sustainable Renewable Energy Portfolios Using a Multi-Tolerance Fuzzy Goal Programming Approach. International Journal of Green Energy (IJGE), 20(6), 640-655. (IJGE), online first and in press. (SCI) (MOST 109-2410-H-992-015, MOST 110-2410-H-992-020) DOI: 10.1080/15435075.2022.2080502; Online First
5. Zhuang, Z.-Y, & Fu, C.-H. (2023 March). Housing preference structures in East Asia: An empirical study and non-paradigmatic shifts between nearby metropoles. International Journal of Strategic Property Management (IJSPM), 27(1), 1-20. (SSCI)
6. Hsu, H.-C., Pan, C.-Y., Wu, I.-C., Liu, C.-C., & Zhuang, Z.-Y. (2023 January). Using the big data analysis and basic information from lecture Halls to predict air change rate. Journal of Building Engineering (JOBE), 66, 105817. (SCI)
7. Hsu, M.-H. & Zhuang, Z.-Y* (2022 October). An Intelligent Detection Logic for Fan-blade Damage to Wind Turbines based on Mounted-accelerometer Data. Buildings, 12(10), 1588. (SCI)
8. Zhuang, Z.-Y, & Kuo, W.-T. (2022 Sep). Unravelling the Relations between and Predictive Powers of Different Testing Variables in High Performance Concrete Experiments: The Data-Driven Analytical Methods. Buildings, 12(10), 1545. (SCI) (MOST 111-2410-H-992-011, MOST 110-2410-H-992-020; 110-2637-E-992-001)
9. Zhuang, Z.-Y. & Vincent F. Yu (2021 October). Analyzing the effects of the new labor law on outpatient nurse scheduling with law-fitting modeling and case study. Expert Systems with Applications (ESWA), In Press, 115103. (SCI) (MOST 109-2410-H-992-015, MOST 109-2410-H-011-010-MY3, MOST 110-2410-H-992-020, NTUST-TMU-107-09) DOI:10.1016/j.eswa.2021.115103.
10. Kuo, W.-T. & Zhuang, Z.-Y.* (2021 Oct). A Comprehensive Study of the Mechanical and Durability Properties of High-Performance Concrete Materials for Grouting Underwater Foundations of Offshore Wind Turbines. Materials, 14(20), 5968. (SCI) (MOST 109-2410-H-992-015, MOST 110-2410-H-992-020) DOI:https://doi.org/10.3390/ma14205968
11. Chen-Hua Fu, Ming-Wen Tsao, Li-Pin Chi, & Zhuang, Z.-Y.* (2021 May). On the Dominant Factors of Civilian-Use Drones: A Thorough Study and Analysis of Cross-Group Opinions Using a Triple Helix Model (THM) with the Analytic Hierarchy Process (AHP). Drones, 5(2): 46. (Receiving 2020 SCI Impact Factor) DOI: 10.3390/drones5020046.
12. Hocine, A., Zhuang, Z.-Y., Kouaissah, N., & Li, D.-C. (2020). Weighted-additive Fuzzy Multi-Choice Goal Programming (WA-FMCGP) for Supporting Renewable Energy Site Selection Decisions. European Journal of Operational Research (EJOR), 285, 642-652. https://doi.org/10.1016/j.ejor.2020.02.009. (MOST 108-2410-H-992-046..)
13. Zhuang, Z.-Y., Ho,C.-K., Paul Juinn Bing Tan,Ying,J.-M. & Chen, J.-H. (2020 Aug). The Optimal Setting of A/B Exam Papers without Item Pools: A Hybrid Approach of IRT and BGP. Mathematics, 8(8), 1-29. (Article ID: 1290). DOI: 10.3390/math8081290
14. Chen, C.-C., Chang, C.-J., Zhuang, Z.-Y., & Li, D.-C. (2020 Jan). An Envelopment Learning Procedure for Improving Prediction Accuracies of Grey Models. Computers & Industrial Engineering (CAIE), 139, 106185. https://doi.org/10.1016/j.cie.2019.106185
15. Hsu, C.-C., & Zhuang, Z.-Y. (2019 July). Competition Among the World's Main Technological Powers to Develop IPs: Cross-National Longitudinal Patentography Over a 9-Year Time Span. Applied Sciences, 9(12), 1-28. (Article ID: 2432). (MOST 107-2410-H-992-046; Taipei Medical University: TMU 105-AE1-B46.)
16. Zhuang, Z.-Y., Su, C.-R. & Chang, S.-C. (2019 April). The Effectiveness of IF-MADM (Intuitionistic-fuzzy Multi-attribute Decision-making) for Group Decisions: Methods and an Empirical Assessment for the Selection of a Senior Centre. Technological and Economic Development of Economy (TEDE), 25(2), 322-364. (MOST 107-2410-H-992-046; Universidade de Macau Research Grant: CPG2015-00017-FST.) DOI: 10.3846/tede.2019.8399
17. Chi, L.-P.,Fu, C.-H.,Chyng, J.-P., Zhuang, Z.-Y., and Huang, J.-H. (2019 Mar). A Post-Training Study on the Budgeting Criteria Set and Priority for MALE UAS Design. Sustainability, 11(6), 1-28. (Article ID: 1798). (MOST 107-2410-H-992-046, 106-2410-H-038-001.)
18. Zhuang, Z.-Y., Lin,C.-C., Chen, C.-Y. & Su, C.-R. (2018 Oct). Rank-Based Comparative Research Flow Benchmarking the Effectiveness of AHP–GTMA on Aiding Decisions of Shredder Selection by Reference to AHP–TOPSIS. Applied Sciences, 8(10), 1-23. (Article ID: 1974). (MOST 106-2410-H-038-001, 106-2410-H-038-003, 107-2410-H-992-046; Taipei Medical University: TMU 105-AE1-B46.)
19. Sheng Wu, Yi Zhang & Zhuang, Z.-Y. (2018 Sep). A Systematic Initial Study of Civic Scientific Literacy in China: Cross-National Comparable Results from Scientific Cognition to Sustainable Literacy. Sustainability, 10(9), 1-26. (Article ID: 3129) (Taiwan, ROC: MOST-106-2410-H-038-001; MOST-107-2410-H-992-046; TMU-NTUST-107-09; TMU105-AE1-B46; Macau: CPG2015-00017-FST; Mainland China: MOEHSS-13YJA910005; ZJNSF-LY13A010001; ZJNSF-LY18A010005; Other partial supported funds: Fundamental Research Funds for the Central Universities; ZJU-Stanford Collaboration Fund, Zhejiang University Education Foundation.) DOI: 10.3390/su10093129.
20. Chi, L.-P., Zhuang, Z.-Y., Fu, C.-H. & Huang, J.-H. (2018 Aug). A Knowledge Discovery Education Framework Targeting the Effective Budget Use and Opinion Explorations in Designing Specific High Cost Product. Sustainability, 10(8), 1-37. DOI:10.3390/su10082742.(MOST 106-2410-H-038 -001 & MOST 106-2410-H-038 -003.)
21. Zhuang, Z.-Y., Yang, L.-W., Lee, M.-H. & Wang, C.-Y. (2018, Oct). 'MEAN+R': Implementing a Web-based, Multi-participant Decision Support System using the Prevalent MEAN Architecture with R based on a Revised Intuitionistic-fuzzy Multiple Attribute Decision-making Model. Microsystem Technologies (MITE), 24(10), 4291-4309. DOI: 10.1007/s00542-018-3755-z. (MOST 106-2410-H-038-001 & TMU105-AE1-B46.)
22. Zhuang, Z.-Y. & Amine Hocine (2018, Feb). Meta Goal Programming Approach for Solving Multi-Criteria de Novo Programming Problem. European Journal of Operational Research (EJOR), 265(1), 228-238. DOI: 10.1016/j.ejor.2017.07.035. (MOST 106-2410-H-038-001.)
23. Zhuang, Z.-Y., Hsu, Y.-C., Kimmo Nurmi, Chen, C.-Y., Liu, H.-H. & Tseng, T.-S. (2018, Jan) (Online first publication, 2017, Jan). A Hybrid Session Key Exchange Algorithm for Highly-sensitive IP-based Institutional Communications. Microsystem Technologies (MITE), 24(1), 273-283. DOI: 10.1007/s00542-016-3263-y. (MOST 99-2410-H-182-025- MY2.)
24. Zhuang, Z.-Y., Chiang, I.-J., Su, C.-R. & Chen, C.-Y. (2017, Dec). Modelling the Decision of Paper Shredder Selection Using AHP and GTMA. Advances in Mechanical Engineering (AIME), 9(12), 1-11. DOI: 10.1177/1687814017737668. (MOST 106-2410-H-038-001 & TMU105-AE1-B46.)
25. Zhuang, Z.-Y. & Chang, S.-C. (2017, Apr). Deciding Product Mix Based on Time-driven Activity-based Costing by Mixed Integer Programming. Journal of Intelligent Manufacturing (JIMS), 28(4), 959-974. DOI: 10.1007/s10845-014-1032-2.
26. Zhuang, Z.-Y, Hsu, Y.-C., Liu, H.-H. & Wu, C.-H. (2016, Oct). The Centrifuge of Cloud Service: Separated Cryptographic and Ciphered-storage Services. Communications of the CCISA (中華明國資訊安全通訊), 22(4), 39-64. (MOST 106-2410-H-038-001.)
27. Hwang, J.-J., Wu, C.-H.,Zhuang, Z.-Y & Hsu, Y.-C. (2015, Aug). Safety Management for Polluted Confined Space with IT System: A Running Case. International Journal of Occupational Safety and Ergonomics (JOSE), 21(2), 233-239. DOI: 10.1080/10803548.2015.1029291.
28. Chang, C.-T., Chou, Y.-Y. & Zhuang, Z.-Y (2015, Apr). A Practical Expected-value-approach Model to Assess the Relevant Procurement Costs. Journal of the Operational Research Society (JORS), 64(4), 539-553. DOI: 10.1057/jors.2014.16.
29. Zhuang, Z.-Y, M. Awais Gulzar, & Chang, S.-C. (2015, Apr). Call-Distribution-Based View: The Theoretical Ground for Strategic Routing Management. Journal of Communications (JCM), 10(4), 221-230. (EI) DOI: 10.12720/jcm.10.4.221-230
30. Hongxia Xie & Zhuang, Z.-Y (2015, Feb). An Algorithm for Generating Boolean Expressions in VHDL based on Ladder Diagrams. Mathematical Problems in Engineering (MPE), 2015, Art. No. 530586, 1-10. DOI: 10.1155/2015/530586.
31. Chang, C.-T., Chung, C.-K., Sheu, J.-B., Zhuang, Z.-Y & Chen, H.-M. (2014, Dec). The Optimal Dual-pricing Policy of Mall Parking Service. Transportation Research Part A (TR-A), 70, 223-243. DOI: 10.1016/j.tra.2014.10.012.
32. Wang, S.-P., Hsieh, Y.-K., Zhuang, Z.-Y & Ou, N.-C. (2014, Jan). Solving an Outpatient Nurse Scheduling Problem by Binary Goal Programming. Journal of Industrial and Production Engineering (JIPE), 31(1), 41-50. (EI) DOI: 10.1080/21681015.2014.881425.
33. Chang, C.-T., Chen, H.-M. & Zhuang, Z.-Y (2013, Jan). Integrated multi-choice goal programming and multi-segment goal programming for supplier selection considering imperfect-quality and price-quantity discounts in a multiple sourcing environment. International Journal of Systems Science (IJSS), 45(5), 1101-1111. DOI: 10.1080/00207721.2012.745024.
34. Chang, C.-T., Chen, H.-M. & Zhuang, Z.-Y (2012, Dec). Revised Multi-segment Goal Programming: Percentage Goal Programming. Computers & Industrial Engineering (CAIE), 63(4), 1235-1242. DOI: 10.1016/j.cie.2012.08.005.
35. Chang, C.-T., Chen, H.-M. & Zhuang, Z.-Y (2012, Mar). Multi-coefficients Goal Programming. Computers and Industrial Engineering (CAIE), 62(2), 616-623. DOI: 10.1016/j.cie.2011.11.027.
36. Chang, C.-T, Zhuang, Z.-Y & Chen, H.-M. (2011, Mar). A Goal Programming Modeling for Telecommunication Routing Management. World Academy of Science, Engineering and Technology Journal (WASET), 75, 506-514. (EI)
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