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

• 101066 引文
• 126 h-指數
• 3995 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

• 2022

  Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering

  Chou, Y. C., Chen, C. T. & Huang, S-H., 15 4月 2022, 於: Expert Systems with Applications. 192, p. 1-14 14 p., 116311.

  研究成果: Article › 同行評審

  • Collaborative filtering 100%
  • Marketing 42%
  • Deep learning 39%
  • Factorization 21%
  • Artificial intelligence 19%
  12 引文 斯高帕斯（Scopus）

• Modeling learning traits and team performance with knowledge application: Training and education for engineering work teams

  Lin, C. P. & Lu, K. C., 1 4月 2022, 於: Journal of Engineering and Technology Management - JET-M. 64, 101686.

  研究成果: Article › 同行評審

  • Team Performance 100%
  • Knowledge Application 76%
  • Work Teams 67%
  • Traits 51%
  • Education 49%
  2 引文 斯高帕斯（Scopus）

• Modeling Switching Intention of Mobile Payment Service in the Moderation of Usage Inertia and IT Self-Efficacy: Implications for User Education

  Lin, C. P. & Hsieh, C. Y., 2022, (Accepted/In press) 於: International Journal of Human-Computer Interaction.

  研究成果: Article › 同行評審

  • Education 100%
  • self-efficacy 95%
  • economic value 55%
  • education 36%
  • cost factor 35%
  4 引文 斯高帕斯（Scopus）

• MODELLING ENERGY CONSUMPTION AND CARBON DIOXIDE EMISSIONS OF FOSSIL FUELS AND NUCLEAR ENERGY USING LOTKA-VOLTERRA EQUATIONS

  Tsai, B. H., 2022, 於: Applied Ecology and Environmental Research. 20, 2, p. 1435-1455 21 p.

  研究成果: Article › 同行評審

  開啟存取

  • nuclear power 100%
  • nuclear energy 99%
  • energy use and consumption 91%
  • fossil fuels 91%
  • fossil fuel 71%
  1 引文 斯高帕斯（Scopus）

• Modular counting management system for mall parking services

  Chang, T. Y., Ku, C. C. Y., Cheng, T. Y., Chung, C. K. & Chang Sanchez, E., 9月 2022, 於: Computers and Industrial Engineering. 171, 108362.

  研究成果: Article › 同行評審

  • Shopping centers 100%
  • Parking 84%
  • Motorcycles 40%
  • Information management 20%
  • Profitability 19%

• MSQ: a mobile and social-based Q&A system

  Chuang, Y. T. & Wang, C. H., 2022, (Accepted/In press) 於: Library Hi Tech.

  研究成果: Article › 同行評審

  • Servers 100%
  • Experiments 73%
  • Broadcasting 70%
  • Websites 59%
  • Costs 52%

• MUGAN: Thermal Infrared Image Colorization Using Mixed-Skipping UNet and Generative Adversarial Network

  Liao, H., Jiang, Q., Jin, X., Liu, L., Liu, L., Lee, S. J. & Zhou, W., 2022, (Accepted/In press) 於: IEEE Transactions on Intelligent Vehicles. p. 1-16 16 p.

  研究成果: Article › 同行評審

  • Thermal Infrared 100%
  • Infrared Image 92%
  • Infrared radiation 40%
  • Hot Temperature 22%
  • Infrared imaging 18%
  2 引文 斯高帕斯（Scopus）

• Multiagent-based deep reinforcement learning for risk-shifting portfolio management

  Lin, Y. C., Chen, C. T., Sang, C. Y. & Huang, S. H., 7月 2022, 於: Applied Soft Computing. 123, 108894.

  研究成果: Article › 同行評審

  • Reinforcement learning 100%
  • Engineering research 40%
  • Finance 38%
  • Computational methods 35%
  • Managers 28%
  7 引文 斯高帕斯（Scopus）

• Multi-Objective Wireless Sensor Network Deployment Problem with Cooperative Distance-Based Sensing Coverage

  Wang, S. C., Hsiao, H. C. W., Lin, C-C. & Chin, H. H., 2月 2022, 於: Mobile Networks and Applications. 27, 1, p. 3-14 12 p.

  研究成果: Article › 同行評審

  • Sensor nodes 100%
  • Wireless sensor networks 85%
  • Multiobjective optimization 14%
  • Sensors 8%
  • Experiments 5%
  15 引文 斯高帕斯（Scopus）

• Network reliability evaluation for multi-state computing networks considering demand as the non-integer type

  Huang, C. F., Huang, D. H. & Lin, Y. K., 3月 2022, 於: Reliability Engineering and System Safety. 219, 108226.

  研究成果: Article › 同行評審

  • Data communication systems 100%
  3 引文 斯高帕斯（Scopus）

• Network reliability evaluation of manufacturing systems by using a deep learning approach

  Huang, C. F., Huang, D. H., Lin, Y. K. & Chen, Y. F., 2022, (Accepted/In press) 於: Annals of Operations Research.

  研究成果: Article › 同行評審

  • Network Reliability 100%
  • Deep Learning 82%
  • Manufacturing Systems 58%
  • Manufacturing Network 34%
  • Evaluation 32%
  1 引文 斯高帕斯（Scopus）

• Neutrino-like particle for particle swarm optimization

  Lu, H. C., Tseng, H. Y. & Yao, L., 1月 2022, 於: International Journal of Intelligent Systems. 37, 1, p. 859-913 55 p.

  研究成果: Article › 同行評審

  開啟存取

  • Neutrinos 100%
  • Particle Swarm Optimization 93%
  • Natural language processing systems 78%
  • Constrained optimization 56%
  • Particle swarm optimization (PSO) 53%
  5 引文 斯高帕斯（Scopus）

• No new tricks for old dogs? Old directors and innovation performance

  Huang, Y. H., Liang, W. L., Truong, Q. T. & Wang, Y., 6月 2022, 於: Technological Forecasting and Social Change. 179, 121659.

  研究成果: Article › 同行評審

  • Ownership 100%
  • Retirement 99%
  • Sudden Death 86%
  • Innovation Performance 80%
  • Dog 77%
  3 引文 斯高帕斯（Scopus）

• Online Product Recommendations based on Diversity and Latent Association Analysis on News and Products

  Chen, H. Y., Lin, Y. C., Liu, D. R. & Liu, T. F., 9月 2022, 於: Journal of Information Science and Engineering. 38, 5, p. 1065-1085 21 p.

  研究成果: Article › 同行評審

  • Recommendations 100%
  • Websites 79%
  • news 68%
  • Browsing 42%
  • website 37%
  1 引文 斯高帕斯（Scopus）

• On the efficiency of subsidized bus services in rural areas: A stochastic metafrontier approach

  Chung, Y. S. & Chiou, Y. C., 2022, (Accepted/In press) 於: Research in Transportation Business and Management. 100811.

  研究成果: Article › 同行評審

  • Metafrontier 100%
  • bus 81%
  • Bus 78%
  • rural area 67%
  • Rural Areas 65%
  2 引文 斯高帕斯（Scopus）

• On the firefighter problem with spreading vaccination for maximizing the number of saved nodes: the IP model and LP rounding algorithms

  Yang, Y., Chen, P. A., Lee, Y. C. & Fanchiang, Y. Y., 2022, 於: Optimization Letters.

  研究成果: Article › 同行評審

  開啟存取

  • Vaccination 100%
  • Rounding 91%
  • Randomized Rounding 86%
  • Node 74%
  • Linear Programming 73%

• Ontology-based knowledge representation and semantic topic modeling for intelligent trademark legal precedent research

  Li, G. K. J., Trappey, C. V., Trappey, A. J. C. & Li, A. A. S., 3月 2022, 於: World Patent Information. 68, 102098.

  研究成果: Article › 同行評審

  • Legal precedents 100%
  • Trademarks 95%
  • trademark 84%
  • Mining 80%
  • Knowledge representation 76%
  4 引文 斯高帕斯（Scopus）

• Opinion Optimization for Two Different Social Objectives: Combinatorial Algorithms and Linear Program Rounding

  Chen, P-A., Chen, Y-L. & Lo, W., 2022, (Accepted/In press) 於: Journal of Information Science and Engineering.

  研究成果: Article › 同行評審

• Optimisation analysis of the F-policy retrial machine repair problem with working breakdowns

  Yen, T. C., Wu, C-H., Wang, K. H. & Lai, W. P., 18 2月 2022, 於: International Journal of Industrial and Systems Engineering. 40, 2, p. 200-227 28 p.

  研究成果: Article › 同行評審

  • Cost functions 100%
  • Sensitivity analysis 96%
  • Orbits 96%
  • Particle swarm optimization (PSO) 91%
  • Repair 89%
  3 引文 斯高帕斯（Scopus）

• Optimizing the PM_2.5 Tradeoffs: The Case of Taiwan

  Huang, S. K., Chen, S. Y., Chou, K. L., Hsu, W. C., Lai, K. H., Chueh, T. H., Kuo, L. & Lu, W., 10月 2022, 於: Aerosol and Air Quality Research. 22, 10, 210315.

  研究成果: Article › 同行評審

  開啟存取

  • Coal Gas 100%
  • Light trailers 78%
  • Fossil Fuel 76%
  • Trucks 60%
  • automobile 58%

• Option pricing with the control variate technique beyond Monte Carlo simulation

  Chiu, C. Y., Dai, T. S., Lyuu, Y. D., Liu, L. C. & Chen, Y. T., 11月 2022, 於: North American Journal of Economics and Finance. 62, 101772.

  研究成果: Article › 同行評審

  • Control Variate 100%
  • Monte Carlo Simulation 99%
  • Option Pricing 65%
  • Binomial Tree 30%
  • Numerical Algorithms 29%

• Pension plans’ funded status volatility and corporate credit risk

  Chen, T. K., Tseng, Y. & Lin, R. C., 2022, (Accepted/In press) 於: Accounting and Business Research.

  研究成果: Article › 同行評審

  • Pension Plans 100%
  • Credit Risk 80%
  • Yield Spread 42%
  • Bond Yields 39%
  • Pension Funding 25%

• Performance evaluation for demand responsive transport services: A two-stage bootstrap-DEA and ordinary least square approach

  Yen, B. T. H., Mulley, C. & Yeh, C. J., 2022, (Accepted/In press) 於: Research in Transportation Business and Management. 100869.

  研究成果: Article › 同行評審

  • Performance Evaluation 100%
  • Bootstrap 94%
  • Data envelopment analysis 90%
  • data envelopment analysis 88%
  • performance evaluation 76%
  4 引文 斯高帕斯（Scopus）

• Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning

  Wu, Z. W., Chen, C. T. & Huang, S-H., 2月 2022, 於: Neural Computing and Applications. 34, 4, p. 3097–3115 19 p.

  研究成果: Article › 同行評審

  • Recommender systems 100%
  • Reinforcement learning 99%
  • Visibility 33%
  • Experiments 11%
  7 引文 斯高帕斯（Scopus）

• Portfolio optimization with tri-objective for index fund management

  Chen, Y-T. & Sheng, Y., 3 8月 2022, 於: Algorithmic Finance. 9, 3-4, p. 121-127

  研究成果: Article › 同行評審

• Port institutional responses and sustainability performance: a moderated mediation model

  Tsai, H. L. & Lu, C. S., 2022, 於: Maritime Policy and Management. 49, 8, p. 1075-1096 22 p.

  研究成果: Article › 同行評審

  • Sustainability 100%
  • Mediation 87%
  • Sustainable development 85%
  • mediation 79%
  • sustainability 71%
  3 引文 斯高帕斯（Scopus）

• Predicting Axial Length From Choroidal Thickness on Optical Coherence Tomography Images With Machine Learning Based Algorithms

  Lu, H. C., Chen, H. Y., Huang, C. J., Chu, P. H., Wu, L. S. & Tsai, C. Y., 28 6月 2022, 於: Frontiers in Medicine. 9, 850284.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning 100%
  • Optical Coherence Tomography 88%
  • Eye 41%
  • ROC Curve 37%
  • Area Under Curve 36%
  5 引文 斯高帕斯（Scopus）

• Predicting online news popularity based on machine learning

  Tsai, M. J. & Wu, Y. Q., 9月 2022, 於: Computers and Electrical Engineering. 102, 108198.

  研究成果: Article › 同行評審

  • Machine learning 100%
  • Internet 92%
  • Blogs 81%
  • Random forests 72%
  • Learning algorithms 56%
  2 引文 斯高帕斯（Scopus）

• Predicting the Wafer Material Removal Rate for Semiconductor Chemical Mechanical Polishing Using a Fusion Network

  Liu, C. L., Tseng, C. J., Hsaio, W. H., Wu, S. H. & Lu, S. R., 11月 2022, 於: Applied Sciences (Switzerland). 12, 22, 11478.

  研究成果: Article › 同行評審

  開啟存取

  • Chemical mechanical polishing 100%
  • Polishing 88%
  • polishing 80%
  • machining 80%
  • Statistical Ensemble 76%
  2 引文 斯高帕斯（Scopus）

• Prediction and Clinically Important Factors of Acute Kidney Injury Non-recovery

  Liu, C-L., Tain, Y-L., Lin, Y-C. & Hsu, C-N., 1月 2022, 於: Frontiers in Medicine. 8, p. 789874 8 p.

  研究成果: Article › 同行評審

  開啟存取

  檔案

  • Acute Kidney Injury 100%
  • Hospitalization 17%
  • Delivery of Health Care 14%
  • Comorbidity 12%
  • Facilities and Services Utilization 9%
  1 引文 斯高帕斯（Scopus）

• Rail transport network reliability with train arrival delay: A reference indicator for a travel agency in tour planning

  Yeh, C. T., Lin, Y. K., Cheng-Lu Yeng, L. & Huang, P. T., 1 3月 2022, 於: Expert Systems with Applications. 189, 116107.

  研究成果: Article › 同行評審

  • Rails 100%
  • Planning 74%
  • Transfer stations 36%
  • Uncertainty 14%
  6 引文 斯高帕斯（Scopus）

• Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support

  Lee, S. J., Tseng, C. H., Yang, H. Y., Jin, X., Jiang, Q., Pu, B., Hu, W. H., Liu, D. R., Huang, Y. & Zhao, N., 5月 2022, 於: Entropy. 24, 5, 617.

  研究成果: Article › 同行評審

  開啟存取

  • AdaBoost 100%
  • Decision Support 95%
  • Adaptive boosting 73%
  • set theory 64%
  • Ensemble 61%
  8 引文 斯高帕斯（Scopus）

• Real-Time Arterial-Friendly Ramp Metering System

  Cheng, Y., Chen, Y-Y. & Chang, G-L., 10 2月 2022, (E-pub ahead of print) 於: Transportation Research Record.

  研究成果: Article › 同行評審

  • Highway systems 100%
  • Interchanges 25%
  • Network performance 21%
  • Throughput 15%
  • Monitoring 12%

• Regional differences in Taiwan's B&B industry: An alternative meta-frontier analysis

  Chiu, C. H., Hu, J. L. & Chiu, C. R., 10月 2022, 於: Tourism Management Perspectives. 44, 101043.

  研究成果: Article › 同行評審

  • Frontier Analysis 100%
  • Metafrontier 95%
  • Regional Differences 77%
  • Taiwan 54%
  • industry 43%
  1 引文 斯高帕斯（Scopus）

• Reliability analysis of redundant retrial machining system subject to standby switching failure

  Wang, K. H., Wu, C. H. & Yen, T. C., 2022, (Accepted/In press) 於: Quality Technology and Quantitative Management.

  研究成果: Article › 同行評審

  • Reliability Analysis 100%
  • Machining 97%
  • Reliability analysis 80%
  • Repair 65%
  • Virtual machine 40%
  1 引文 斯高帕斯（Scopus）

• Reliability and Sensitivity Analyses of an Unreliable Retrial Machine Repair System with Warm Standby Switching Failure

  Wang, K. H., Yen, T. C. & Wu, C. H., 1 8月 2022, 於: International Journal of Reliability, Quality and Safety Engineering. 29, 4, 2141008.

  研究成果: Article › 同行評審

  • Repair 100%
  • Difference equations 76%
  • Time-to-failure 74%
  • Laplace transforms 72%
  • Sensitivity analysis 53%
  4 引文 斯高帕斯（Scopus）

• Religiosity and sovereign credit quality

  Hsieh, W. L. G., Wu, W. S. & Tu, A. H., 9月 2022, 於: Journal of Empirical Finance. 68, p. 84-103 20 p.

  研究成果: Article › 同行評審

  • Credit 100%
  • Religiosity 98%
  • Instrumental Variables 36%
  • Endogeneity 36%
  • Risk Factors 27%

• Route-based performance evaluation for airlines – A metafrontier data envelopment analysis approach

  Yen, B. T. H. & Li, J. S., 6月 2022, 於: Transportation Research Part E: Logistics and Transportation Review. 162, 102748.

  研究成果: Article › 同行評審

  • Performance Evaluation 100%
  • Data envelopment analysis 90%
  • Metafrontier 89%
  • Airlines 84%
  • performance evaluation 76%
  3 引文 斯高帕斯（Scopus）

• Sales Forecasting, Market Analysis, and Performance Assessment for US Retail Firms: A Business Analytics Perspective

  Wang, C. H. & Gu, Y. W., 9月 2022, 於: Applied Sciences (Switzerland). 12, 17, 8480.

  研究成果: Article › 同行評審

  開啟存取

  • forecasting 100%
  • economics 93%
  • Sales 82%
  • Indicator 75%
  • Electric Appliance 55%

• SegNet: a network for detecting deepfake facial videos

  Yu, C-M., Chen, K. C., Chang, C. T. & Ti, Y. W., 6月 2022, 於: Multimedia Systems. 28, 3, p. 793–814 22 p.

  研究成果: Article › 同行評審

  • Image segmentation 100%
  • Face recognition 50%
  • Convolutional neural networks 48%
  • Deep learning 47%
  • Artificial intelligence 46%
  5 引文 斯高帕斯（Scopus）

• Semi-quantitative risk assessment of adjacent track accidents on shared-use rail corridors

  Lin, C. Y., Saat, M. R. & Barkan, C. P. L., 12月 2022, 於: Journal of Rail Transport Planning and Management. 24, 100355.

  研究成果: Article › 同行評審

  • Risk Assessment 100%
  • Accidents 96%
  • Rail 76%
  • accident risk 73%
  • Risk assessment 71%
  1 引文 斯高帕斯（Scopus）

• Shaping Organizational Citizenship Behavior of New Employees: Effects of Mentoring Functions and Supervisor Need for Achievement

  Chang, H. C. & Uen, J. F., 1月 2022, 於: SAGE Open. 12, 1

  研究成果: Article › 同行評審

  開啟存取

  • Mentoring 100%
  • mentoring 78%
  • Citizenship 78%
  • Supervisors 74%
  • citizenship 67%
  4 引文 斯高帕斯（Scopus）

• Solving a 3-dimensional vehicle routing problem with delivery options in city logistics using fast-neighborhood based crowding differential evolution algorithm

  Chen, M. C., Yerasani, S. & Tiwari, M. K., 2022, (Accepted/In press) 於: Journal of Ambient Intelligence and Humanized Computing.

  研究成果: Article › 同行評審

  • Vehicle routing 100%
  • Travel time 90%
  • Logistics 77%
  • Customer satisfaction 52%
  • Supply chains 42%
  1 引文 斯高帕斯（Scopus）

• System Reliability Analysis for a Stochastic Liner Container Shipping Service with Stochastic Terminals

  Nguyen, T. P., Liao, Y. T., Lin, Y. K. & Chang, P. C., 2022, (Accepted/In press) 於: International Journal of Reliability, Quality and Safety Engineering. 2250019.

  研究成果: Article › 同行評審

  • Freight transportation 100%
  • Reliability analysis 94%
  • Containers 86%
  • Cranes 22%
  • Industry 13%

• The effect of abnormal institutional attention on bank loans

  Huang, Y. S., Bui, D. G., Lin, C-Y. & Robin, 1月 2022, 於: Journal of International Financial Markets, Institutions and Money. 76, 101458.

  研究成果: Article › 同行評審

  • Bank Loans 100%
  • Loans 72%
  • Loan Spread 70%
  • Lending Decisions 65%
  • Cumulative Abnormal Return 59%

• The effect of Chinese lunar calendar on individual investors' trading

  Huang, Y. S., Chiu, J., Lin, C. Y. & Robin, 2月 2022, 於: Pacific Basin Finance Journal. 71, 101694.

  研究成果: Article › 同行評審

  • Individual Investors 100%
  • Calendar 94%
  • Social Norms 65%
  • Preferred Stock 43%
  • Stock Market 42%
  4 引文 斯高帕斯（Scopus）

• The impact of overconfident customers on supplier firm risks

  Fang, Y., Hasan, I., Lin, C. Y. & Sun, J., 5月 2022, 於: Journal of Economic Behavior and Organization. 197, p. 115-133 19 p.

  研究成果: Article › 同行評審

  • Firm Risk 100%
  • Chief Executive Officer 66%
  • Suppliers 50%
  • Overconfidence 48%
  • Self-selection Bias 29%
  3 引文 斯高帕斯（Scopus）

• The leverage effect of bundling on monopoly power and product quality

  Chung, H. L., Hu, J. L. & Lin, Y. S., 12月 2022, 於: Manchester School. 90, 6, p. 668-688 21 p.

  研究成果: Article › 同行評審

  • Power Quality 100%
  • Monopoly Power 84%
  • Leverage Effect 80%
  • Bundling 78%
  • Quality Differentiation 57%

• The power of employee exchange belief: How psychological contract strength mediates the relationship of HR practice consistency and organizational commitment

  Uen, J. F., Chen, S. Y., Ahlstrom, D. & Yang, M. C., 2022, (Accepted/In press) 於: Current Psychology.

  研究成果: Article › 同行評審

  • Contracts 100%
  • Workforce 82%
  • human resources 79%
  • Occupational Groups 61%
  • employee 60%

• Trip-pair based clustering model for urban mobility of bus passengers in Macao

  Ku, W. K., Kou, K. P., Lam, S. H. & Wong, K. I., 2022, (Accepted/In press) 於: Transportmetrica A: Transport Science.

  研究成果: Article › 同行評審

  • Macao 100%
  • Bus 71%
  • Clustering 62%
  • travel 59%
  • Smart Card 46%
  1 引文 斯高帕斯（Scopus）