管理學院

研究成果

每年研究成果 1984 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 100998 引文
• 126 h-指數
• 3999 Article
• 815 Conference contribution
• 251 Paper
• 108 Book
• 347 更多
  • 106 Chapter
  • 61 Conference article
  • 61 Editorial
  • 44 Review article
  • 20 Other contribution
  • 19 Poster
  • 13 Comment/debate
  • 9 Patent
  • 7 Meeting Abstract
  • 3 Abstract
  • 2 Letter
  • 1 Commissioned report
  • 1 Short survey

每年研究成果

每年研究成果

搜尋結果

• 2021

  The impact of market and industry risk on family succession

  Yeh, Y-H. & Liao, C. C., 1月 2021, 於: North American Journal of Economics and Finance. 55, 101021.

  研究成果: Article › 同行評審

  • Market Risk 100%
  • Industry 36%
  • Family Firms 25%
  • Event Risk 17%
  • Profitability 15%
  4 引文 斯高帕斯（Scopus）

• The Impact of the Act for the Development of Biotech and New Pharmaceuticals Industry on Firm Innovation.

  貢獻的翻譯標題: 生技新藥產業發展條例對公司創新影響Liang, W-L. & Liu, T., 8月 2021, 於: NTU Management Review. 31, 2, p. 129-188 60 p.

  研究成果: Article › 同行評審

  • Pharmaceutical Industry 100%
  • Biopharmaceuticals 93%
  • Biotech 84%
  • Innovation 56%
  • R&D Intensity 18%

• The Optimal Harvest Decisions for Natural and Artificial Maturation Mangoes under Uncertain Demand, Yields and Prices

  Chen, S-I. & Wei-Fu, C., 27 8月 2021, (Accepted/In press) 於: Sustainability. 13, 9960, p. 1-17 17 p.

  研究成果: Article › 同行評審

  • Stochastic programming 100%
  • maturation 75%
  • Probability density function 73%
  • Sales 72%
  • price 61%
  1 引文 斯高帕斯（Scopus）

• Travel pattern analytics driven by cellular signaling data

  Chiou, Y. C. & Hsieh, C. W., 1月 2021, 於: Asian Transport Studies. 7, 100042.

  研究成果: Article › 同行評審

  開啟存取

  • Cell signaling 100%
  • travel 55%
  • Transportation Planning 35%
  • Diary 23%
  • Trajectory 23%
  1 引文 斯高帕斯（Scopus）

• Understanding digital transformation in advanced manufacturing and engineering: A bibliometric analysis, topic modeling and research trend discovery

  Lee, C-H., Liu, C-L., Trappey, A. J. C., Mo, J. & Desouza, K., 10月 2021, 於: Advanced Engineering Informatics. 50, p. 101428 17 p.

  研究成果: Article › 同行評審

  • Machine learning 100%
  • Production engineering 94%
  • Industry 89%
  • Industry 4.0 84%
  • Engineering research 83%
  45 引文 斯高帕斯（Scopus）

• Using deep neural networks to evaluate the system reliability of manufacturing networks

  Chen, Y. F., Lin, Y. K. & Huang, C. F., 7月 2021, 於: International Journal of Performability Engineering. 17, 7, p. 600-608 9 p.

  研究成果: Article › 同行評審

  • Deep neural networks 100%
  • Mean square error 19%
  • Deep learning 18%
  • Industry 8%
  8 引文 斯高帕斯（Scopus）

• Virtual reality exposure therapy for driving phobia disorder (2): System refinement and verification

  Trappey, A., Trappey, C. V., Chang, C. M., Tsai, M. C., Kuo, R. R. T. & Lin, A. P. C., 1 1月 2021, 於: Applied Sciences (Switzerland). 11, 1, p. 1-16 16 p., 347.

  研究成果: Article › 同行評審

  開啟存取

  • phobias 100%
  • virtual reality 64%
  • therapy 45%
  • Virtual reality 41%
  • Disorder 40%
  11 引文 斯高帕斯（Scopus）

• Voluntary Adoption of Audit Committees, Ownership Structure and Firm Performance: Evidence from Taiwan

  Chiu, J., Chung, H. & Hung, S. C., 20 7月 2021, 於: Emerging Markets Finance and Trade. 57, 5, p. 1514-1542 29 p.

  研究成果: Article › 同行評審

  • Audit Committee 100%
  • Ownership Structure 87%
  • Firm Performance 70%
  • Taiwan 69%
  • Corporate Governance Reform 30%
  6 引文 斯高帕斯（Scopus）

• Who reacts to what information in securities analyst reports? Direct evidence from the investor trade imbalance

  Hsieh, W. L. G. & Lee, C. S., 2月 2021, 於: Pacific Basin Finance Journal. 65, 101492.

  研究成果: Article › 同行評審

  • Security Analysts 100%
  • Trade Imbalances 98%
  • Investors 85%
  • Analysts 60%
  • Target Price 40%
  2 引文 斯高帕斯（Scopus）

• 後疫情時代的能源轉型: 臺灣與世界瞭望

  Hu, J-L., 6月 2021, 於: 人文與社會科學簡訊. 22, 3, p. 87-93

  研究成果: Article

• 基于深度神经网络的遥感图像彩色化方法

  Feng, J., Jiang, Q., Jin, X., Lee, S. J., Huang, S. & Yao, S., 20 11月 2021, 於: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 33, 11, p. 1658-1667 10 p.

  研究成果: Article › 同行評審

  • Remote sensing 100%
  • Deep neural networks 93%
  • Color 69%
  • Coloring 22%
  • Pixels 14%
  1 引文 斯高帕斯（Scopus）

• 組織資本及銀行貸款之研究-管理者能力之角色探討

  Chung, H. M., Chiu, J. M., Li, Y. H. & Hung, C. M., 8月 2021, 於: NTU Management Review. 31, 2, p. 63-100 38 p.

  研究成果: Article › 同行評審

  • Organization Capital 100%
  • Managerial Ability 87%
  • Bank Loans 67%
  • Loan Spread 47%
  • Organizational Capital 14%
  1 引文 斯高帕斯（Scopus）

• 植基於區塊鏈之醫療服務品質匿名評價評論系統

  謝文淮, 古政元 & 黃伯靜, 2021, (Accepted/In press) 於: 技術學刊.

  研究成果: Article › 同行評審

  • Blockchain 100%
  • Inspection 64%
  • Electronic data interchange 30%
  • Ethereum 21%
  • Authentication 12%

• 運用機器學習方法評估能源使用對空污影響: 臺中市 案例分析

  周桂蘭, 賴鋼樺, 闕棟鴻, Huang, S. & 許維中, 1 2月 2021, 於: 台電工程月刊. 870, 10 p.

  研究成果: Article › 同行評審

• 應用手機信令資料預測觀光景點拜訪人數

  Lu, C-C., Liang, J. K. & Cyu, P., 30 6月 2021, 於: 運輸計劃季刊. 50, 2, p. 145-176

  研究成果: Article › 同行評審

  • Trajectories 100%
  • Tourism 86%
  • Markov chains 70%
  • Cellular telephones 69%
  • Internet 48%

• 结合双胞胎结构与生成对抗网络的半监督遥感图像融合

  Huang, S., Jiang, Q., Jin, X., Lee, S., Feng, J. & Yao, S., 20 1月 2021, 於: Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 33, 1, p. 92-105 14 p.

  研究成果: Article › 同行評審

  • Image fusion 100%
  • Remote sensing 88%
  • Discriminators 70%
  • Color 40%
  • Image reconstruction 29%
  1 引文 斯高帕斯（Scopus）
• 2020

  3GPP NR Sidelink Transmissions Toward 5G V2X

  Lien, S. Y., Deng, D. J., Lin, C-C., Tsai, H. L., Chen, T., Guo, C. & Cheng, S. M., 1 1月 2020, 於: IEEE Access. 8, p. 35368-35382 15 p., 8998153.

  研究成果: Article › 同行評審

  開啟存取

  • Radio transmission 100%
  • Long Term Evolution (LTE) 92%
  • Communication 74%
  • Safety 69%
  • Physical layer 27%
  91 引文 斯高帕斯（Scopus）

• A Binding Algorithm of Lower Boundary Points Generation for Network Reliability Evaluation

  Huang, D-H., Huang, C-F. & Lin, Y-K., 25 7月 2020, 於: IEEE Transactions on Reliability. 69, 3, p. 1087-1096 10 p., 8776630.

  研究成果: Article › 同行評審

  • Program processors 100%
  10 引文 斯高帕斯（Scopus）

• A Boosting Regression-Based Method to Evaluate the Vital Essence in Semiconductor Industry Performance

  Hsu, P. Y., Yeh, I. W., Tseng, C. H. & Lee, S. J., 2020, 於: IEEE Access. 8, p. 156208-156218 11 p., 9177120.

  研究成果: Article › 同行評審

  開啟存取

  • Semiconductor materials 100%
  • Semiconductor 85%
  • Industry 83%
  • Statistical Models 17%
  • Profitability 16%
  2 引文 斯高帕斯（Scopus）

• A Context-dependent Efficiency Evaluation of Japanese Securities Firms

  貢獻的翻譯標題: 日本證券商的脈絡相依效率Hu, J-L., 7月 2020, 於: Journal of Economics and Management. 16, 2, p. 101-123

  研究成果: Article › 同行評審

  • Security (Firm) 100%
  • Evaluation 36%
  • Efficiency Frontier 20%
  • Brokerage 11%
  • Japan 10%

• A coordinated location-inventory problem with supply disruptions: A two-phase queuing theory-optimization model approach

  Liu, Y., Dehghani, E., Jabalameli, M. S., Diabat, A. & Lu, C. C., 4月 2020, 於: Computers and Industrial Engineering. 142, 15 p., 106326.

  研究成果: Article › 同行評審

  • Supply chains 100%
  • Uncertainty 42%
  • Lead 31%
  • Genetic algorithms 23%
  33 引文 斯高帕斯（Scopus）

• Actor-critic deep reinforcement learning for solving job shop scheduling problems

  Liu, C. L., Chang, C. C. & Tseng, C. J., 2020, 於: IEEE Access. 8, p. 71752-71762 11 p., 9066984.

  研究成果: Article › 同行評審

  開啟存取

  • Job shop scheduling 100%
  • Reinforcement learning 79%
  • Environment 44%
  • Scheduling 40%
  • Cope Reaction 20%
  108 引文 斯高帕斯（Scopus）

• A Decision Model for Human Resource Allocation in Project Management of Software Development

  Chiang, H. Y. & Lin, B. M. T., 24 2月 2020, 於: IEEE Access. 8, p. 38073-38081 9 p., 9007363.

  研究成果: Article › 同行評審

  開啟存取

  • Project management 100%
  • Communication 86%
  • Resource allocation 79%
  • Software engineering 76%
  • Personnel 71%
  25 引文 斯高帕斯（Scopus）

• A Deep Learning-Based Strategy to the Energy Management-Advice for Time-of-Use Rate of Household Electricity Consumption

  Wu, L-X. & Lee, S-J., 1月 2020, 於: Journal of Internet Technology. 21, 1, p. 305-311 7 p.

  研究成果: Article › 同行評審

  • Energy management 100%
  • Deep learning 87%
  • Electricity 72%
  • Advanced metering infrastructures 47%
  • Industry 42%
  8 引文 斯高帕斯（Scopus）

• Adoption intentions for micro-mobility – Insights from electric scooter sharing in Taiwan

  Eccarius, T. & Lu, C. C., 7月 2020, 於: Transportation Research Part D: Transport and Environment. 84, 102327.

  研究成果: Article › 同行評審

  • Taiwan 100%
  • student 99%
  • Students 87%
  • Hypocrisy 60%
  • Urban Transportation 57%
  98 引文 斯高帕斯（Scopus）

• A FAHP-FTOPSIS approach for bioprinter selection

  Chen, T. C. T. & Lin, Y. C., 2020, (Accepted/In press) 於: Health and Technology.

  研究成果: Article › 同行評審

  • Analytic hierarchy process 100%
  • Bioprinting 68%
  • Tissue Scaffold 66%
  • Tissue Scaffolds 59%
  • Weights and Measures 57%
  10 引文 斯高帕斯（Scopus）

• A fuzzy collaborative forecasting approach considering experts’ unequal levels of authority

  Chen, T. C. T., Wang, Y. C. & Lin, C. W., 9月 2020, 於: Applied Soft Computing Journal. 94, 106455.

  研究成果: Article › 同行評審

  • Agglomeration 100%
  • Membership functions 39%
  • Mean square error 35%
  • Mathematical operators 35%
  • Data storage equipment 23%
  22 引文 斯高帕斯（Scopus）

• A fuzzy mid-term capacity and production planning model for a manufacturing system with cloud-based capacity

  Chen, T-C. & Wang, Y-C., 21 7月 2020, 於: Complex & intelligent systems. 15 p.

  研究成果: Article › 同行評審

  • Industrial plants 100%
  • Planning 86%
  • 3D printers 53%
  • Robots 35%
  • Nonlinear programming 29%
  6 引文 斯高帕斯（Scopus）

• A fuzzy nonlinear programming approach for planning energy-efficient wafer fabrication factories

  Wang, Y. C., Chiu, M. C. & Chen, T., 10月 2020, 於: Applied Soft Computing Journal. 95, 106506.

  研究成果: Article › 同行評審

  • Nonlinear programming 100%
  • Industrial plants 85%
  • Fabrication 68%
  • Electric power utilization 68%
  • Planning 58%
  9 引文 斯高帕斯（Scopus）

• A fuzzy ubiquitous traveler clustering and hotel recommendation system by differentiating travelers’ decision-making behaviors

  Chen, T., 11月 2020, 於: Applied Soft Computing Journal. 96, 106585.

  研究成果: Article › 同行評審

  • Hotels 100%
  • Recommender systems 82%
  • Decision making 59%
  • Nonlinear programming 14%
  13 引文 斯高帕斯（Scopus）

• A generalization of option pricing to price-limit markets

  Guo, J-H. & Chang, L. F., 7月 2020, 於: Review of Derivatives Research.

  研究成果: Article › 同行評審

  • Price Limits 100%
  • Option Pricing 75%
  • Black-Scholes Model 60%
  • Numerical Methods 59%
  • Monte Carlo Simulation 38%

• Air pollution forecasting based on attention-based LSTM neural network and ensemble learning

  Liu, D-R., Lee, H. SJ., Huang, Y. & Chiu, C. J., 16 6月 2020, 於: Expert Systems. 37, 3, p. 1-16

  研究成果: Article › 同行評審

  • Ensemble Learning 100%
  • Air Pollution 79%
  • Memory Term 73%
  • Long short-term memory 64%
  • Air pollution 63%
  51 引文 斯高帕斯（Scopus）

• Ambidextrous leadership and employee innovation in public museums

  Kung Ching-Wen, Uen, J. F. & Lin Shou-Chi, 27 4月 2020, 於: Chinese Management Studies. 20 p.

  研究成果: Article › 同行評審

  • Innovative Behavior 100%
  • Innovation 89%
  • Organizational Climate 77%
  • Employees 57%
  • Managers 47%
  15 引文 斯高帕斯（Scopus）

• A multibelief analytic hierarchy process and nonlinear programming approach for diversifying product designs: Smart backpack design as an example

  Lin, Y. C. & Chen, T-C., 1 1月 2020, 於: Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 0954405419896117.

  研究成果: Article › 同行評審

  • Analytic hierarchy process 100%
  • Nonlinear programming 96%
  • Product design 88%
  • Costs 11%
  21 引文 斯高帕斯（Scopus）

• A multiple warning and smart monitoring system using wearable devices for home care

  Hung, L. P. & Lin, C-C., 4月 2020, 於: International Journal of Human Computer Studies. 136, p. 1-14 14 p., UNSP 102381.

  研究成果: Article › 同行評審

  • Wearable technology 100%
  • home care 92%
  • Electrocardiography 87%
  • Cardiovascular surgery 86%
  • monitoring 65%
  6 引文 斯高帕斯（Scopus）

• Analysis of Travel Characteristics and Trip Generation in an Aging City: A Case Study of Macao

  Cheung, N. I., Hsieh, H. S., Wong, K. I. & Ku, W. K., 2020, 於: Journal of Architecture and Planning. 21, 1-2, p. 61-88 28 p.

  研究成果: Article › 同行評審

  • Macao 100%
  • Land use 93%
  • travel 70%
  • Aging of materials 61%
  • household 51%

• An evolving fuzzy planning mechanism for a ubiquitous manufacturing system

  Chen, T. & Wang, Y. C., 1 6月 2020, 於: International Journal of Advanced Manufacturing Technology. 108, 7-8, p. 2337-2347 11 p.

  研究成果: Article › 同行評審

  • Planning 100%
  • Analytic hierarchy process 58%
  • Logistics 47%
  • Fabrication 38%
  • Genetic algorithms 37%
  6 引文 斯高帕斯（Scopus）

• An evolving partial consensus fuzzy collaborative forecasting approach

  Chen, T. C. T., Wang, Y. C. & Huang, C. H., 1 4月 2020, 於: Mathematics. 8, 4, 554.

  研究成果: Article › 同行評審

  開啟存取

  • Forecasting 100%
  • Partial 58%
  • Forecast 23%
  • Intersection 21%
  • Random Access 13%
  5 引文 斯高帕斯（Scopus）

• An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions

  Wu, H-H. & Küçükyavuz, S., 5月 2020, 於: Operations Research Letters. 48, 3, p. 356-361 6 p.

  研究成果: Article › 同行評審

  • Conditional Value at Risk 100%
  • Submodular Function 89%
  • Exact Method 81%
  • Random Function 51%
  • Oracle 47%
  4 引文 斯高帕斯（Scopus）

• An integrated algorithm for solving multi-customer joint replenishment problem with districting consideration

  Yao, M-J., Lin, J. Y., Lin, Y. L. & Fang, S. C., 6月 2020, 於: Transportation Research Part E: Logistics and Transportation Review. 138, 101896.

  研究成果: Article › 同行評審

  • Joint Replenishment 100%
  • customer 59%
  • Integrated 39%
  • Logistics 30%
  • Third-party Logistics 27%
  8 引文 斯高帕斯（Scopus）

• An investigation of the open-system Bus Rapid Transit (BRT) network and property values: The case of Brisbane, Australia

  Zhang, M., Yen, B. T. H., Mulley, C. & Sipe, N., 4月 2020, 於: Transportation Research Part A: Policy and Practice. 134, p. 16-34 19 p.

  研究成果: Article › 同行評審

  • System buses 100%
  • Rapid transit 92%
  • open system 89%
  • Open Systems 85%
  • Property Values 83%
  13 引文 斯高帕斯（Scopus）

• A novel fuzzy credit risk assessment decision support system based on the python web framework

  Chang, Y. C., Chang, K. H. & Huang, Y. H., 3 7月 2020, 於: Journal of Industrial and Production Engineering. 37, 5, p. 229-244 16 p.

  研究成果: Article › 同行評審

  • Decision support systems 100%
  • Risk assessment 94%
  • Classifiers 22%
  • Sampling 22%
  • Logistic regression 18%
  5 引文 斯高帕斯（Scopus）

• A novel minimal cut-based algorithm to find all minimal capacity vectors for multi-state flow networks

  Huang, D. H., Huang, C. F. & Lin, Y. K., 1 5月 2020, 於: European Journal of Operational Research. 282, 3, p. 1107-1114 8 p.

  研究成果: Article › 同行評審

  • Flow Network 100%
  • Minimal Path 99%
  • Network Flow 89%
  • Multi-state 87%
  • System Reliability 45%
  11 引文 斯高帕斯（Scopus）

• A Novel Mutual Fractional Grey Bernoulli Model with Differential Evolution Algorithm and Its Application in Education Investment Forecasting in China

  Xie, W., Pu, B., Pei, C., Lee, S. J. & Kang, Y., 2020, 於: IEEE Access. 8, p. 97839-97850 12 p., 9097287.

  研究成果: Article › 同行評審

  開啟存取

  • Education 100%
  • Application 37%
  • Mathematical operators 26%
  • Differential equations 26%
  8 引文 斯高帕斯（Scopus）

• A permutation-and-backtrack approach for reliability evaluation in multistate information networks

  Chen, S. G. & Lin, Y. K., 15 5月 2020, 於: Applied Mathematics and Computation. 373, 125024.

  研究成果: Article › 同行評審

  • Reliability Evaluation 100%
  • Multi-state 84%
  • Information Systems 77%
  • Permutation 51%
  • Minimal Path 48%
  6 引文 斯高帕斯（Scopus）

• A piecewise linear fgm approach for efficient and accurate fahp analysis: Smart backpack design as an example

  Wu, H. C., Chen, T. & Huang, C. H., 8月 2020, 於: Mathematics. 8, 8, 1319.

  研究成果: Article › 同行評審

  開啟存取

  • Piecewise Linear 100%
  • Design 64%
  • Membership functions 53%
  • Geometric mean 47%
  • Fuzzy AHP 19%
  18 引文 斯高帕斯（Scopus）

• A review of bicycle-sharing service planning problems

  Shui, C. S. & Szeto, W. Y., 8月 2020, 於: Transportation Research Part C: Emerging Technologies. 117, 28 p., 102648.

  研究成果: Article › 同行評審

  開啟存取

  • bicycle 100%
  • Bicycles 94%
  • Planning 66%
  • Research Directions 49%
  • planning 49%
  66 引文 斯高帕斯（Scopus）

• A routing and consolidation decision model for containerized air-land intermodal operations

  Huang, K., Lee, Y. T. & Xu, H., 3月 2020, 於: Computers and Industrial Engineering. 141, 106299.

  研究成果: Article › 同行評審

  • Consolidation 100%
  • Air 52%
  • Integer programming 51%
  • Airports 48%
  • Containers 44%
  8 引文 斯高帕斯（Scopus）

• A social fundraising mechanism for charity crowdfunding

  Li, Y. M., Wu, J. D., Hsieh, C. Y. & Liou, J. H., 2月 2020, 於: Decision Support Systems. 129, 113170.

  研究成果: Article › 同行評審

  • Nonprofit organization 100%
  • Charities 95%
  • fundraising 86%
  • Crowdfunding 79%
  • Disasters 78%
  23 引文 斯高帕斯（Scopus）

• Assessing Agreement Between Two Methods of Quantitative Measurements: Exact Test Procedure and Sample Size Calculation

  Shieh, G., 1 7月 2020, 於: Statistics in Biopharmaceutical Research. 12, 3, p. 352-359 8 p.

  研究成果: Article › 同行評審

  • One-sided test 100%
  • Sample Size Calculation 93%
  • Exact Test 89%
  • Measurement Method 89%
  • Sample Size 63%
  10 引文 斯高帕斯（Scopus）