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

• 99190 引文
• 124 h-指數
• 3998 Article
• 814 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

• 2023

  A Dynamic DEA Analysis of Health Output Efficiencies of Cities and Counties in Taiwan

  Hu, J. L., Chuang, M. Y. & Yeh, S. H., 3月 2023, 於: International journal of environmental research and public health. 20, 6, 4674.

  研究成果: Article › 同行評審

  開啟存取

  • dynamic analysis 100%
  • Taiwan 84%
  • Dynamic analysis 76%
  • Health 62%
  • efficiency 60%

• 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

  • Supply chains 100%
  • Sorting 99%
  • Multilayers 98%
  • Genetic algorithms 71%
  • Planning 64%
  4 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

  開啟存取

  • Random Forest 100%
  • Decision Rules 84%
  • Neural Networks 82%
  • Cycle Time 73%
  • Random forests 72%
  2 引文 斯高帕斯（Scopus）

• A multi-agent virtual market model for generalization in reinforcement learning based trading strategies

  He, F. F., Chen, C. T. & Huang, S. H., 2月 2023, 於: Applied Soft Computing. 134, 109985.

  研究成果: Article › 同行評審

  • Reinforcement learning 100%
  • Profitability 58%
  • Financial markets 40%
  • Intelligent agents 38%
  2 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

  • Multi-task learning 100%
  • Electricity 34%
  • Deep learning 25%
  • Gas emissions 9%
  • Greenhouse gases 9%
  4 引文 斯高帕斯（Scopus）

• Analyzing Status Quo of Technology Fusion by Using Patents: A Global and Technical Assessment

  Yu, C., Wang, T., Lin, A. L. & Su, H. N., 2023, (Accepted/In press) 於: IEEE Transactions on Engineering Management. p. 1-11 11 p.

  研究成果: Article › 同行評審

  • Technology Fusion 100%
  • Patents 62%
  • Status Quo 61%
  • Fusion reactions 47%
  • Fusion 25%

• 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

  • Membership functions 100%
  • Computational efficiency 93%
  • Decision making 69%
  • Exponential functions 58%
  • Error analysis 44%
  1 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

  開啟存取

  • Nursing 100%
  • Scheduling 54%
  • Mobile homes 44%
  • Health care 26%
  • Home health care 21%

• 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.

  研究成果: Article › 同行評審

  開啟存取

  • Deep Learning 100%
  • Classification and Regression Trees 89%
  • Neural Networks 87%
  • Cycle Time 77%
  • Deep neural networks 70%
  9 引文 斯高帕斯（Scopus）

• An improved explainable artificial intelligence tool in healthcare for hospital recommendation

  Wang, Y. C., Chen, T. C. T. & Chiu, M. C., 11月 2023, 於: Healthcare Analytics. 3, 100147.

  研究成果: Article › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • Delivery of Health Care 45%
  • Application 23%
  • Technology 14%
  • Linguistics 12%
  7 引文 斯高帕斯（Scopus）

• An outcome-based maintenance contracting model by considering multi-criteria and risk equilibrium

  Lin, J. J., Lin, Y. K., Yeng, L. C. L. & Yeh, R. H., 2023, (Accepted/In press) 於: Annals of Operations Research.

  研究成果: Article › 同行評審

  • Multi-criteria 100%
  • Contracting 90%
  • Repairable System 55%
  • System Maintenance 45%
  • Corrective Maintenance 25%

• A novel auto-weighting deep-learning fuzzy collaborative intelligence approach

  Wang, Y. C., Chen, T. C. T. & Wu, H. C., 3月 2023, 於: Decision Analytics Journal. 6, 100186.

  研究成果: Article › 同行評審

  開啟存取

  • Deep Learning 100%
  • Intelligence 98%
  • Weighting 73%
  • Learning 66%
  • Deep learning 64%

• A real-time and ACO-based offloading algorithm in edge computing

  Chuang, Y. T. & Hung, Y. T., 9月 2023, 於: Journal of Parallel and Distributed Computing. 179, 104703.

  研究成果: Article › 同行評審

  • Edge computing 100%
  • Real-time 91%
  • Ant Colony Algorithm 55%
  • Computing 50%
  • Execution Time 42%

• A social mechanism for healthcare consulting recommendation

  Lin, L. F., Li, Y. M., Li, J. L. & Chiang, W. C., 6月 2023, 於: Information Systems. 116, 102225.

  研究成果: Article › 同行評審

  • Personnel 100%
  • Health 96%
  1 引文 斯高帕斯（Scopus）

• Assessing Carbon Abatement Costs Considering Forest Carbon Sequestration and Carbon Offset Mechanism: Evidence from Taiwan

  Liu, W. Y., Lu, Y. H. & Lin, C. C., 1 8月 2023, 於: Forest Science. 69, 4, p. 382-396 15 p.

  研究成果: Article › 同行評審

  • abatement cost 92%
  • carbon sequestration 77%
  • Taiwan 65%
  • carbon 43%
  • carbon emission 35%
  1 引文 斯高帕斯（Scopus）

• Assessing standardized contrast effects in ANCOVA: Confidence intervals, precision evaluations, and sample size requirements

  Shieh, G., 2月 2023, 於: PLoS ONE. 18, 2 February, e0282161.

  研究成果: Article › 同行評審

  開啟存取

  • Sample Size 100%
  • Software 21%

• A systematic approach to enhance the explainability of artificial intelligence in healthcare with application to diagnosis of diabetes

  Wang, Y. C., Chen, T. C. T. & Chiu, M. C., 11月 2023, 於: Healthcare Analytics. 3, 100183.

  研究成果: Article › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • Delivery of Health Care 45%
  • Application 23%
  • Technology 19%
  • Type 2 Diabetes Mellitus 11%
  2 引文 斯高帕斯（Scopus）

• Attentive gated graph sequence neural network-based time-series information fusion for financial trading

  Huang, W. C., Chen, C. T., Lee, C., Kuo, F. H. & Huang, S. H., 3月 2023, 於: Information Fusion. 91, p. 261-276 16 p.

  研究成果: Article › 同行評審

  • Financial markets 100%
  • Information fusion 96%
  • Time series 71%
  • Graph structures 68%
  • Neural networks 50%
  5 引文 斯高帕斯（Scopus）

• Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)

  Tsai, M. J., Wu, H. Y. & Lin, D. T., 2023, (Accepted/In press) 於: Multimedia Systems.

  研究成果: Article › 同行評審

  • Masks 100%
  • Color 75%
  • Warehouses 60%
  • Discrete wavelet transforms 57%
  • Mean square error 48%
  1 引文 斯高帕斯（Scopus）

• Bank safety-oriented culture and lending decisions

  Tang, N., Kamar, A., Lin, C. Y. & Lu, C. L., 6月 2023, 於: Journal of Financial Stability. 66, 101122.

  研究成果: Article › 同行評審

  • Lending Decisions 100%
  • Safety 65%
  • Loans 23%
  • Loan Spread 15%
  • Market Value 15%

• Breakdowns in team resilience during aircraft landing due to mental model disconnects as identified through machine learning

  Lai, H. Y., 9月 2023, 於: Reliability Engineering and System Safety. 237, 109356.

  研究成果: Article › 同行評審

  開啟存取

  • Aircraft landing 100%
  • Machine learning 50%
  • Landing 45%
  • Information dissemination 30%
  • Air 25%

• Can we serve both God and Money? The role of indirect appeal and its limitation

  Park, S., Kang, J. S. & Markman, G. D., 9 6月 2023, 於: European Journal of Marketing. 57, 7, p. 1912-1938 27 p.

  研究成果: Article › 同行評審

  • Deity 100%
  • Greed 69%
  • Online Experiment 44%
  • Field Experiment 35%
  • Patronage 26%

• Comparing the Substitution of Nuclear Energy or Renewable Energy for Fossil Fuels between the United States and Africa

  Tsai, B. H. & Huang, Y. M., 7月 2023, 於: Sustainability (Switzerland). 15, 13, 10076.

  研究成果: Article › 同行評審

  開啟存取

  • nuclear energy 100%
  • energy consumption 95%
  • substitution 85%
  • renewable energy 84%
  • Nuclear energy 81%

• Counteracting Side Channels in Cross-user Client-side Deduplicated Cloud Storage

  Yu, C. M., 2023, (Accepted/In press) 於: IEEE Internet of Things Journal. p. 1 1 p.

  研究成果: Article › 同行評審

  • Communication 100%
  • Operating costs 98%
  • Bandwidth 62%
  • Costs 37%
  • Experiments 35%

• Derailment Analysis for Prediction of Damage and Probability of Release for Novel Railroad Tank Car Designs

  Kirkpatrick, S. W., Lin, C. Y., Iannacone, L., Gharzouzi, P., Treichel, T., Barkan, C. P. L. & Gardoni, P., 5月 2023, 於: Transportation Research Record. 2677, 5, p. 812-828 17 p.

  研究成果: Article › 同行評審

  • Tank cars 100%
  • Derailments 87%
  • Railroads 73%
  • Hazardous materials 18%
  • Accidents 11%
  2 引文 斯高帕斯（Scopus）

• Double-track particle swarm optimizer for nonlinear constrained optimization problems

  Lu, H. C., Tseng, H. Y. & Lin, S. W., 4月 2023, 於: Information sciences. 622, p. 587-628 42 p.

  研究成果: Article › 同行評審

  • Particle Swarm Optimizer 100%
  • Particle Swarm Optimization 76%
  • Constrained Optimization 71%
  • Constrained Optimization Problem 58%
  • Nonlinear Optimization 58%
  3 引文 斯高帕斯（Scopus）

• Economic characteristics of city bus operation with a mixed fleet: the influence of electric buses

  Chung, Y. S. & Chiou, Y. C., 2023, (Accepted/In press) 於: Transportmetrica A: Transport Science.

  研究成果: Article › 同行評審

  • Bus 100%
  • Economics 60%
  • costs 53%
  • economics 40%
  • Operator 38%

• Effect of time stress and store visibility on the dynamics of passenger activity choices at airport terminals based on indoor trajectory data

  Chung, Y. S. & Ku, Y. H., 7月 2023, 於: Journal of Retailing and Consumer Services. 73, 103365.

  研究成果: Article › 同行評審

  • Airport Terminal 100%
  • Visibility 60%
  • Trajectory 55%
  • Airports 34%
  • Attractiveness 16%

• Enablers of safety citizenship behaviors of seafarers: leader-member exchange, team-member exchange, and safety climate

  Chen, S. Y., Lu, C. S., Ye, K. D., Shang, K. C., Guo, J. L. & Pan, J. M., 2023, 於: Maritime Policy and Management. 50, 1, p. 81-96 16 p.

  研究成果: Article › 同行評審

  • Seafarers 100%
  • citizenship 99%
  • Safety Climate 94%
  • Citizenship Behavior 78%
  • Leader-member Exchange 74%
  3 引文 斯高帕斯（Scopus）

• Energy Resilience: A Cross-Economy Comparison

  Hu, J. L. & Chang, T. Y., 3月 2023, 於: Energies. 16, 5, 2214.

  研究成果: Article › 同行評審

  開啟存取

  • Resilience 100%
  • Data envelopment analysis 95%
  • Energy 46%
  • Planning 44%
  • Benchmark 22%
  1 引文 斯高帕斯（Scopus）

• Environmental taxes under mixed duopoly: The roles of privatization and foreign eco-technology

  Chen, H. Y., Yang, Y. P. & Hu, J. L., 9月 2023, 於: Economic Modelling. 126, 106373.

  研究成果: Article › 同行評審

  • Mixed Duopoly 100%
  • Environmental Taxes 88%
  • Privatization 63%
  • Tax Rate 33%
  • Social Welfare 10%

• Exploring the attitudes and perceptions influencing user participation in gamification schemes for TDM

  Yen, B. T. H., Mulley, C. & Meza, G., 6月 2023, 於: Research in Transportation Economics. 99, 101300.

  研究成果: Article › 同行評審

  • demand management 100%
  • User Participation 87%
  • Gamification 87%
  • Travel Demand 79%
  • Demand Management 77%

• Firm location quality, founding family firms, and management team expertise

  Chen, T. K., Tseng, Y. & Hsieh, Y. T., 4月 2023, 於: Quarterly Review of Economics and Finance. 88, p. 177-189 13 p.

  研究成果: Article › 同行評審

  • Firm Location 100%
  • Team Management 83%
  • Family Firms 80%
  • Expertise 62%
  • Managers 36%

• Forecasting air quality index considering socioeconomic indicators and meteorological factors: A data granularity perspective

  Wang, C. H. & Chang, C. R., 2023, (Accepted/In press) 於: Journal of Forecasting.

  研究成果: Article › 同行評審

  • Air Quality 100%
  • Granularity 82%
  • Forecasting 69%
  • Air quality 66%
  • Socioeconomic 47%

• Heterogeneous expectations and equilibria selection in an evolutionary overlapping generations model

  Cavalli, F., Chen, H. J., Li, M. C., Naimzada, A. & Pecora, N., 1月 2023, 於: Journal of Mathematical Economics. 104, 102806.

  研究成果: Article › 同行評審

  • Heterogeneous Expectations 100%
  • Equilibrium Selection 83%
  • Overlapping Generations 80%
  • Overlapping Generations Model 57%
  • Evolutionary 38%

• Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions

  Yang, Y. C., Chen, C. T., Lu, T. Y. & Huang, S. H., 2023, (Accepted/In press) 於: IEEE Transactions on Services Computing. p. 1-14 14 p.

  研究成果: Article › 同行評審

  • Reinforcement Learning 100%
  • Reinforcement learning 78%
  • Graph 75%
  • Recommendation System 64%
  • Recommender systems 59%

• How Does Knowledge Translation Involving (Non)Humans Influence the Adoption of Climate Change Solutions? The Case of Nature-Dependent Prosumers

  Barrios, A., Steinfield, L., Appau, S., Gau, R. & Dadzie, C. A., 7月 2023, 於: Journal of the Association for Consumer Research. 8, 3, p. 251-263 13 p.

  研究成果: Article › 同行評審

  • Knowledge Translation 100%
  • Climate Change 87%
  • Translational Medical Research 71%
  • climate change 53%
  • Nature 50%
  1 引文 斯高帕斯（Scopus）

• How do soft factors influence take-up of gamified travel demand management schemes in public transport: An investigation in Gold Coast, Australia

  Yen, B. T. H., Mulley, C. & Meza, G., 2023, (Accepted/In press) 於: Research in Transportation Business and Management. 100954.

  研究成果: Article › 同行評審

  • demand management 100%
  • travel demand 90%
  • Travel Demand 79%
  • Demand Management 77%
  • public transport 75%

• How public shared bike can assist first and last mile accessibility: A case study of the MRT system in Taipei City, Taiwan

  Yen, B. T. H., Mulley, C. & Yeh, C. J., 4月 2023, 於: Journal of Transport Geography. 108, 103569.

  研究成果: Article › 同行評審

  開啟存取

  • Rapid transit 100%
  • Accessibility 79%
  • accessibility 72%
  • Taiwan 64%
  • public 50%

• Hybrid flow-shop manufacturing network reliability optimization using genetic algorithm and absorbing Markov chain

  Yeh, C. T., Lin, Y. K., Yeng, L. C. L. & Chao, Y. L., 8月 2023, 於: Applied Mathematical Modelling. 120, p. 595-611 17 p.

  研究成果: Article › 同行評審

  • Reliability Optimization 100%
  • Network Optimization 82%
  • Network Reliability 81%
  • Flow Shop 75%
  • Manufacturing 62%

• Implementing Deep Convolutional Neural Networks for QR Code-Based Printed Source Identification

  Tsai, M. J., Lee, Y. C. & Chen, T. M., 3月 2023, 於: Algorithms. 16, 3, 160.

  研究成果: Article › 同行評審

  開啟存取

  • Neural Networks 100%
  • Neural Network Model 44%
  • Digital Forensics 35%
  • Mobile Phone 30%
  • Advertising 26%

• Integrated Real-Time Interchange Control System for Freeway Ramps and the Connecting Arterial

  Chen, Y. Y. & Cheng, Y., 1 4月 2023, 於: Journal of Transportation Engineering Part A: Systems. 149, 4, 04023018.

  研究成果: Article › 同行評審

  • Freeway 100%
  • Interchanges 79%
  • Highway systems 77%
  • control system 77%
  • traffic 68%

• Intelligent cleanup scheme for soiled photovoltaic modules

  Po-Ching Hwang, H., Ku, C. C. Y. & Chao-Yang Huang, M., 15 2月 2023, 於: Energy. 265, 126293.

  研究成果: Article › 同行評審

  • Photovoltaic System 100%
  • photovoltaic system 67%
  • cleanup 53%
  • Deposits 48%
  • Cleaning 46%
  1 引文 斯高帕斯（Scopus）

• International benchmarking of railroad safety data systems and performance – a cross-continental case study

  Lin, C-Y., Blumenfeld, M., Gerstein, T., Barkan, C. P. L., Jack, A. & Abdurrahman, U., 14 4月 2023, (E-pub ahead of print) 於: Journal of Rail Transport Planning and Management. 26, 100384.

  研究成果: Article › 同行評審

  • Benchmarking 100%
  • railroad 88%
  • Railroad 84%
  • Railroads 82%
  • benchmarking 80%
  1 引文 斯高帕斯（Scopus）

• Investigate exact reliability under limited time and space of a multistate online food delivery network

  Nguyen, T. P., Lin, Y. K. & Chiu, Y. H., 1 3月 2023, 於: Expert Systems with Applications. 213, 118894.

  研究成果: Article › 同行評審

  • Managers 100%
  • Internet 79%

• Machine learning methods for predicting failures of US commercial bank

  Tuan, L. Q., Lin, C. Y. & Teng, H. W., 2023, (Accepted/In press) 於: Applied Economics Letters.

  研究成果: Article › 同行評審

  • Machine Learning 100%
  • Learning Methods 94%
  • Commercial Banks 69%
  • Bank Failure 47%
  • United States of America 30%

• Managerial Overconfidence and Dividend Stickiness

  Lin, J. C. & Yu, M. T., 2023, (Accepted/In press) 於: Journal of Accounting, Auditing and Finance.

  研究成果: Article › 同行評審

  • Stickiness 100%
  • Overconfidence 89%
  • Dividends 69%
  • Chief Executive Officer 30%
  • Share Repurchases 16%
  1 引文 斯高帕斯（Scopus）

• Model for Predicting Complications of Hemodialysis Patients Using Data from the Internet of Medical Things and Electronic Medical Records

  Hsieh, W. H., Ku, C. C. Y., Hwang, H. P. C., Tsai, M. J. & Chen, Z. Z., 2023, (Accepted/In press) 於: IEEE Journal of Translational Engineering in Health and Medicine. p. 1 1 p.

  研究成果: Article › 同行評審

  開啟存取

  • Electronic medical equipment 100%
  • Internet 51%
  • Deterioration 19%
  • Machine learning 15%
  • Dialysis 15%

• Modeling Cross-session Information with Multi-interest Graph Neural Networks for the Next-item Recommendation

  Wang, T. Y., Chen, C. T., Huang, J. C. & Huang, S. H., 20 2月 2023, 於: ACM Transactions on Knowledge Discovery from Data. 17, 1, 1.

  研究成果: Article › 同行評審

  • History 100%
  • Purchasing 97%
  • Recommender systems 85%
  • Websites 72%
  • Neural networks 51%
  1 引文 斯高帕斯（Scopus）

• Modeling entrepreneurial job pursuit intention: Moderation of learning goal orientation

  Lin, C. P., Wong, C. W. E. & Lyau, N. M., 11月 2023, 於: International Journal of Management Education. 21, 3, 100848.

  研究成果: Article › 同行評審

  • Goal Orientation 100%
  • Moderation 92%
  • Efficacy 73%
  • Problem Solving 67%
  • Modeling 45%