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

• 2023

  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%
  2 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%

• More licensed technologies may make it worse: a welfare analysis of licensing vertically two-tier foreign technologies

  Tsao, K. C., Hu, J. L., Hwang, H. & Lin, Y. S., 6月 2023, 於: Journal of Economics/ Zeitschrift fur Nationalokonomie. 139, 1, p. 71-88 18 p.

  研究成果: Article › 同行評審

  • Welfare Analysis 100%
  • Licensing 92%
  • Social Welfare 48%
  • Cost Savings 37%
  • Vertically Related Markets 31%

• Motivating entrepreneurial learning: moderation of problem-solving efficacy

  Lin, C. P., 2023, (Accepted/In press) 於: International Journal for Educational and Vocational Guidance.

  研究成果: Article › 同行評審

  • Moderation 100%
  • Efficacy 79%
  • Problem Solving 73%
  • Optimism 58%
  • optimism 56%

• Network reliability analysis on casualty rescue for natural disaster evaluation

  Huang, C. H., Chang, K. H., Liu, C. H., Chang, T. Y. & Lin, Y. K., 2023, (Accepted/In press) 於: Annals of Operations Research.

  研究成果: Article › 同行評審

  • Network Reliability 100%
  • Casualties 75%
  • Reliability Analysis 75%
  • Natural Disasters 72%
  • Roads 41%

• Network reliability prediction for random capacitated-flow networks via an artificial neural network

  Huang, C. H., Huang, D. H. & Lin, Y. K., 9月 2023, 於: Reliability Engineering and System Safety. 237, 109378.

  研究成果: Article › 同行評審

  • Neural networks 100%
  • NP-hard 31%
  • Topology 22%
  3 引文 斯高帕斯（Scopus）

• News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks

  Liu, D. R., Huang, Y., Jhao, J. J. & Lee, S. J., 2023, (Accepted/In press) 於: Data Technologies and Applications.

  研究成果: Article › 同行評審

  • Collaborative filtering 100%
  • news 65%
  • rating 30%
  • neural network 28%
  • Neural networks 17%

• New XAI tools for selecting suitable 3D printing facilities in ubiquitous manufacturing

  Wang, Y. C. & Chen, T., 2023, (Accepted/In press) 於: Complex and Intelligent Systems.

  研究成果: Article › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • Manufacturing 93%
  • 3D printers 82%
  • Artificial intelligence 73%
  • Bar chart 63%
  1 引文 斯高帕斯（Scopus）

• On scheduling of step-improving jobs to minimize the total weighted completion time

  Cheng, T. C. E., Kravchenko, S. A. & Lin, B. M. T., 2023, (Accepted/In press) 於: Journal of the Operational Research Society.

  研究成果: Article › 同行評審

  • Total Weighted Completion Time 100%
  • Discount Factor 94%
  • Scheduling 69%
  • Minimise 54%
  • Polynomials 52%

• On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things

  Chen, Y. T., Hsu, C. Y., Yu, C. M., Barhamgi, M. & Perera, C., 1 1月 2023, 於: IEEE Transactions on Industrial Informatics. 19, 1, p. 551-560 10 p.

  研究成果: Article › 同行評審

  • Industrial internet of things (IIoT) 100%
  • Informatics 84%
  • Classifiers 50%
  • Industrial plants 32%
  • Deep learning 31%

• Optimal deployment of vehicular cloud computing systems with remote microclouds

  Bi, C., Li, J., Feng, Q., Lin, C. C. & Su, W. C., 2023, (Accepted/In press) 於: Wireless Networks.

  研究成果: Article › 同行評審

  • Computer systems 100%
  • Cloud computing 99%
  • Simulated annealing 28%
  • Costs 21%
  1 引文 斯高帕斯（Scopus）

• Optimally Locating Weigh-in-Motion Stations and Truck-Prohibited Roads for Mitigating the Impact of Overweight Trucks

  Lu, C. C., Yan, S. & Chen, T. H., 1 1月 2023, 於: Journal of Transportation Engineering Part A: Systems. 149, 1, 04022131.

  研究成果: Article › 同行評審

  • Weigh-in-motion (WIM) 100%
  • Trucks 73%
  • road 58%
  • Roads 56%
  • road network 27%

• Optimize railway crew scheduling by using modified bacterial foraging algorithm

  Pang, S. & Chen, M. C., 6月 2023, 於: Computers and Industrial Engineering. 180, 109218.

  研究成果: Article › 同行評審

  • Scheduling 100%
  • Artificial intelligence 31%
  • Escherichia coli 23%
  • Bacteria 20%
  • Linear programming 16%
  2 引文 斯高帕斯（Scopus）

• PERFORMANCE EVALUATION AND BI-OBJECTIVE OPTIMIZATION FOR F-POLICY QUEUE WITH ALTERNATING SERVICE RATES

  Wu, C. H., Yang, D. Y. & Yong, C. R., 5月 2023, 於: Journal of Industrial and Management Optimization. 19, 5, p. 3819-3839 21 p.

  研究成果: Article › 同行評審

  開啟存取

  • Performance Evaluation 100%
  • Queue 65%
  • Policy 64%
  • Service Quality 59%
  • Optimization 50%

• Poisoning attacks on face authentication systems by using the generative deformation model

  Chan, C. T., Huang, S. H. & Choy, P. P., 2023, (Accepted/In press) 於: Multimedia Tools and Applications.

  研究成果: Article › 同行評審

  • Authentication 100%
  • Learning algorithms 96%
  • Machine learning 85%
  • Image quality 54%
  • Deep learning 52%
  1 引文 斯高帕斯（Scopus）

• Predicting forest recreation benefits changes under different climate change scenarios

  Yu, H. W., Lin, C. C. & Liu, W. Y., 6月 2023, 於: Trees, Forests and People. 12, 100390.

  研究成果: Article › 同行評審

  開啟存取

  • forest recreation 100%
  • tourism 64%
  • Climate Change 55%
  • Recreation 53%
  • recreation 52%

• Probabilistic risk analysis of unit trains versus manifest trains for transporting hazardous materials

  Kang, D., Zhao, J., Tyler Dick, C., Liu, X., Bian, Z., Kirkpatrick, S. W. & Lin, C. Y., 3月 2023, 於: Accident Analysis and Prevention. 181, 106950.

  研究成果: Article › 同行評審

  • Hazardous Substances 100%
  • hazardous material 96%
  • Hazardous materials 94%
  • Risk analysis 77%
  • Tank cars 28%
  3 引文 斯高帕斯（Scopus）

• QR code beautification by instance segmentation (IS-QR)

  Tsai, M. J. & Peng, S. L., 3月 2023, 於: Digital Signal Processing: A Review Journal. 133, 103887.

  研究成果: Article › 同行評審

  • Segmentation 100%
  • Warehouses 94%
  • Discrete wavelet transforms 89%
  • Printing 79%
  • Smartphones 77%
  3 引文 斯高帕斯（Scopus）

• Real-Time Charging Scheduling of Automated Guided Vehicles in Cyber-Physical Smart Factories Using Feature-Based Reinforcement Learning

  Lin, C. C., Chen, K. Y. & Hsieh, L. T., 1 4月 2023, 於: IEEE Transactions on Intelligent Transportation Systems. 24, 4, p. 4016-4026 11 p.

  研究成果: Article › 同行評審

  • Reinforcement learning 100%
  • Industrial plants 91%
  • Scheduling 68%
  • Cyber Physical System 24%
  • Charging (batteries) 13%
  3 引文 斯高帕斯（Scopus）

• Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation

  Yang, W. T., Chen, C. T., Sang, C. Y. & Huang, S. H., 8 5月 2023, 於: ACM Transactions on Intelligent Systems and Technology. 14, 3, 57.

  研究成果: Article › 同行評審

  • Sampling Strategy 100%
  • Recommendations 81%
  • Learning 69%
  • Sampling 53%
  • Recommendation System 33%
  1 引文 斯高帕斯（Scopus）

• Role of air pollutants in dengue fever incidence: evidence from two southern cities in Taiwan

  Lu, H. C., Lin, F. Y., Huang, Y. H., Kao, Y. T. & Loh, E. W., 1月 2023, (Accepted/In press) 於: Pathogens and Global Health.

  研究成果: Article › 同行評審

  • Air Pollutants 100%
  • air pollutants 97%
  • dengue 91%
  • Dengue 86%
  • pollutant 86%
  1 引文 斯高帕斯（Scopus）

• Security and Privacy in 5G-IIoT Smart Factories: Novel Approaches, Trends, and Challenges

  Lin, C. C., Tsai, C. T., Liu, Y. L., Chang, T. T. & Chang, Y. S., 2023, (Accepted/In press) 於: Mobile Networks and Applications.

  研究成果: Article › 同行評審

  • Industrial internet of things (IIoT) 100%
  • Industrial plants 65%
  • Edge computing 21%
  • Blockchain 20%
  • Application Layer 20%

• Short-selling threats and bank risk-taking: Evidence from the financial crisis

  Bui, D. G., Hasan, I., Lin, C. Y. & Nguyen, H. T., 5月 2023, 於: Journal of Banking and Finance. 150, 106834.

  研究成果: Article › 同行評審

  • Bank Risk Taking 100%
  • Short Selling 88%
  • Threat 56%
  • Financial Crisis 55%
  • Risk Taking 49%

• Talent recommendation based on attentive deep neural network and implicit relationships of resumes

  Huang, Y., Liu, D. R. & Lee, S. J., 7月 2023, 於: Information Processing and Management. 60, 4, 103357.

  研究成果: Article › 同行評審

  • Network Relationships 100%
  • Neural Networks 97%
  • neural network 96%
  • Résumé 94%
  • Deep neural networks 78%
  1 引文 斯高帕斯（Scopus）

• The differential effects of self-identity appeals on consumers’ intentions to purchase socially responsible products with hedonic and utilitarian values

  Luan, C. C., 2023, 於: Social Influence. 18, 1, 2242614.

  研究成果: Article › 同行評審

  開啟存取

  • Pleasure 100%
  • Intention 79%
  • purchase 78%
  • appeal 69%
  • Motivation 68%

• The EU emissions trading system and airline low-carbon transition: A game-theoretic approach

  Pang, S. & Chen, M. C., 7月 2023, 於: Journal of Air Transport Management. 110, 102407.

  研究成果: Article › 同行評審

  • European Union Emission Trading System 100%
  • emissions trading 99%
  • trading system 93%
  • Airlines 92%
  • Carbon 78%

• TMHSCA: a novel hybrid two-stage mutation with a sine cosine algorithm for discounted {0-1} knapsack problems

  Kang, Y., Wang, H., Pu, B., Liu, J., Lee, S. J., Yang, X. & Tao, L., 6月 2023, 於: Neural Computing and Applications. 35, 17, p. 12691-12713 23 p.

  研究成果: Article › 同行評審

  • Sorting 100%
  • NP-hard 99%
  • Repair 83%
  • Experiments 36%
  2 引文 斯高帕斯（Scopus）

• Tourists' preference for colors of forest landscapes and its implications for forest landscape planning policies

  Liu, W. Y., Tsao, C. & Lin, C. C., 2月 2023, 於: Forest Policy and Economics. 147, 102887.

  研究成果: Article › 同行評審

  • Landscape Planning 100%
  • landscape planning 86%
  • tourists 66%
  • planning 50%
  • tourist 49%
  5 引文 斯高帕斯（Scopus）

• Towards measuring national railways’ safety through a benchmarking framework of transparency and published data

  Blumenfeld, M., Lin, C. Y., Jack, A., Abdurrahman, U. T., Gerstein, T. & Barkan, C. P. L., 8月 2023, 於: Safety Science. 164, 106188.

  研究成果: Article › 同行評審

  • German Federal Railways 100%
  • benchmarking 99%
  • Benchmarking 94%
  • Transparency 89%
  • transparency 74%

• Transit-oriented development strategy in Taiwan: An application of land value capture

  Yen, B. T. H., Feng, C. M. & Lee, T. C., 1月 2023, 於: Asian Transport Studies. 9, 100094.

  研究成果: Article › 同行評審

  開啟存取

  • land value 100%
  • Land Values 85%
  • Value Capture 84%
  • development strategy 70%
  • Development Strategy 66%
  1 引文 斯高帕斯（Scopus）

• Understanding the potential policy transfer of gamification schemes for behaviour change in public transport and road safety

  Yen, B. T. H., Mulley, C. & Meza, G., 6月 2023, 於: Research in Transportation Economics. 99, 101299.

  研究成果: Article › 同行評審

  • Policy Transfer 100%
  • Road Safety 78%
  • Gamification 72%
  • public transport 62%
  • Behavior Change 59%
  1 引文 斯高帕斯（Scopus）

• Understanding vocational passion and learning goal orientation: workplace training and learning implications

  Chen, K. J., Chiu, C. K., Liu, C. M., Lin, C. P. & Lyau, N. M., 2023, (Accepted/In press) 於: Total Quality Management and Business Excellence.

  研究成果: Article › 同行評審

  • Workplace Training 100%
  • Workplace Learning 88%
  • Goal Orientation 83%
  • Passion 76%
  • Self-efficacy 30%
  1 引文 斯高帕斯（Scopus）

• Unifying colors by primes

  Li, H. L., Fang, S. C., Lin, B. M. T. & Kuo, W., 12月 2023, 於: Light: Science and Applications. 12, 1, 32.

  研究成果: Article › 同行評審

  開啟存取

  • Coloring 100%
  • Color 59%
  • color 58%
  • Application 26%
  • Color codes 14%
  1 引文 斯高帕斯（Scopus）

• Western cultural influence on corporate innovation: Evidence from Chinese listed companies

  Li, G. & Yeh, Y. H., 2月 2023, 於: Global Finance Journal. 55, 100810.

  研究成果: Article › 同行評審

  • Corporate Innovation 100%
  • Cultural Influences 86%
  • Listed Companies 64%
  • Risk Taking 33%
  • Compensation Packages 33%
  1 引文 斯高帕斯（Scopus）

• 正向心理資本量表性別測量恆等性分析

  胡昌亞, 黃瑞傑, Chen, Y-Y., 程孝盈 & 田錦宏, 6月 2023, 於: 中山管理評論. 31, p. 359 - 390

  研究成果: Article › 同行評審

  開啟存取

• 指數股票型基金持股比例及其波動度與公司信用風險關聯性

  Chen, T. K., Tsai, T. S. & Huang, M. L., 2023, 於: Journal of Accounting Review. 76, p. 95-143 49 p.

  研究成果: Article › 同行評審

  • Credit Risk 100%
  • Ownership 97%
  • Disclosure Quality 27%
  • Corporate Disclosure 26%
  • Endogeneity Problem 26%

• 職場情緒勒索量表之發展與驗證

  Chen, Y-Y., 胡昌亞, 黃瑞傑 & 陳玉芬, 2023, 於: 人力資源管理學報. 23, p. 1-26

  研究成果: Article › 同行評審

  開啟存取
• 2022

  A Behavior Perspective of Distress Anomaly: Evidence From Overnight Returns

  Hu, M. C., Huang, A. Y. H., Yu, D. L. & Zhai, R. X., 2022, (Accepted/In press) 於: Journal of Behavioral Finance.

  研究成果: Article › 同行評審

  • Distress 100%
  • Anomaly 89%
  • Shock 40%
  • evidence 38%
  • investor 35%

• A boosting resampling method for regression based on a conditional variational autoencoder

  Huang, Y., Liu, D. R., Lee, S. J., Hsu, C. H. & Liu, Y. G., 4月 2022, 於: Information sciences. 590, p. 90-105 16 p.

  研究成果: Article › 同行評審

  • Resampling Methods 100%
  • Meteorology 91%
  • Boosting 86%
  • Finance 74%
  • Signal processing 51%
  6 引文 斯高帕斯（Scopus）

• A Comparative Study of TOST and UMPT Procedures for Evaluating Dispersion Equivalence

  Jan, S-L. & Shieh, G., 1 1月 2022, (E-pub ahead of print) 於: Statistics in Biopharmaceutical Research. 6 p.

  研究成果: Article › 同行評審

  • Breaking Strength 100%
  • One-sided test 99%
  • Comparative Study 79%
  • Error 53%
  • Equivalence 49%

• A Comparison of Efficiency of Life Insurance Companies in Mainland China and Taiwan Using Bootstrapped Truncated Regression Approach

  Shieh, H. S., Li, Y., Hu, J. L. & Ang, Y. Z., 2022, 於: Cogent Economics and Finance. 10, 1, 2043571.

  研究成果: Article › 同行評審

  開啟存取

  • Truncated Regression 100%
  • Mainland China 76%
  • Life Insurance 72%
  • Insurance Companies 63%
  • Managerial Efficiency 62%
  1 引文 斯高帕斯（Scopus）

• Addressing the cold-start problem of recommendation systems for financial products by using few-shot deep learning

  Hung, T. Y. & Huang, S. H., 2022, (Accepted/In press) 於: Applied Intelligence.

  研究成果: Article › 同行評審

  • Recommender systems 100%
  • Deep learning 89%
  • Artificial intelligence 14%
  • Machine learning 12%
  • Testing 8%
  2 引文 斯高帕斯（Scopus）

• A Deep LearningeEnabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome

  Liu, C. M., Liu, C-L., Hu, K. W., Tseng, V. S-M., Chang, S. L., Lin, Y. J., Lo, L. W., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Higa, S., Hu, Y. F. & Chen, S. A., 2月 2022, 於: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Brugada Syndrome 100%
  • Deep Learning 79%
  • Cardiac Arrhythmias 61%
  • Electrocardiography 59%
  • Cardiologists 32%

• A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome

  Liu, C. M., Liu, C. L., Hu, K. W., Tseng, V. S., Chang, S. L., Lin, Y. J., Lo, L. W., Chung, F. P., Chao, T. F., Tuan, T. C., Liao, J. N., Lin, C. Y., Chang, T. Y., Shen-Jang Fann, C., Higa, S., Yagi, N., Hu, Y. F. & Chen, S. A., 2月 2022, 於: Canadian Journal of Cardiology. 38, 2, p. 152-159 8 p.

  研究成果: Article › 同行評審

  • Brugada Syndrome 100%
  • Deep Learning 79%
  • Cardiac Arrhythmias 61%
  • Electrocardiography 59%
  • Cardiologists 32%
  13 引文 斯高帕斯（Scopus）

• Adopting renewable energies to meet the carbon reduction target: Is forest carbon sequestration cheaper?

  Liu, W. Y., Chiang, Y. H. & Lin, C-C., 1 5月 2022, 於: Energy. 246, p. 1-13 13 p., 123328.

  研究成果: Article › 同行評審

  • Renewable Energy 100%
  • Carbon 69%
  • alternative energy 51%
  • carbon sequestration 51%
  • Target 47%
  11 引文 斯高帕斯（Scopus）

• A fuzzy analytic hierarchy process-enhanced fuzzy geometric mean-fuzzy technique for order preference by similarity to ideal solution approach for suitable hotel recommendation amid the COVID-19 pandemic

  Toly Chen, T. C., Wu, H. C. & Hsu, K. W., 3月 2022, 於: Digital Health. 8

  研究成果: Article › 同行評審

  開啟存取

  • Hotels 100%
  • Analytic hierarchy process 91%
  • Pandemics 88%
  • regional planning 34%
  • Regional planning 26%
  7 引文 斯高帕斯（Scopus）

• A Fuzzy Collaborative Intelligence Approach to Group Decision-Making: a Case Study of Post-COVID-19 Restaurant Transformation

  Chen, T. & Chiu, M. C., 2022, (Accepted/In press) 於: Cognitive Computation.

  研究成果: Article › 同行評審

  開啟存取

  • Restaurants 100%
  • Intelligence 80%
  • Consensus 72%
  • Decision Making 62%
  • Decision making 54%
  5 引文 斯高帕斯（Scopus）

• A generalized pH acceleration model of nano-sol products and the effects of model misspecification on shelf-life prediction

  Tung, H. P., Tseng, S. T., Hsu, N. J. & Hou, Y. T., 2022, 於: IISE Transactions. 54, 5, p. 496-504 9 p.

  研究成果: Article › 同行評審

  • Sols 100%
  • Particle size analysis 13%
  • Normal distribution 13%
  • Particle size 11%
  • Liquids 8%
  1 引文 斯高帕斯（Scopus）

• AMC-Based Algorithm for Network Reliability Evaluation of a Manufacturing System with Scrapping and Rework

  Chao, Y. L., Lin, Y. K. & Yeh, C. T., 4月 2022, 於: International Journal of Performability Engineering. 18, 4, p. 231-240 10 p.

  研究成果: Article › 同行評審

  • Markov chains 100%
  • Random variables 52%
  • Human engineering 52%
  • Raw materials 48%
  • Costs 19%

• A meta-analytic study of subjective career plateaus

  Hu, C., Zhang, S., Chen, Y-Y. & Griggs, T. L., 2月 2022, 於: Journal of Vocational Behavior. 132, 103649

  研究成果: Article › 同行評審

  開啟存取

  • Psychological Distress 100%
  • Job Insecurity 85%
  • job content 74%
  • Work Engagement 71%
  • Work Performance 66%
  8 引文 斯高帕斯（Scopus）