管理學院

研究成果

每年研究成果 1979 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2022

• 3732 Article
• 567 Conference contribution
• 62 Review article
• 61 Chapter
• 172 更多
  • 53 Paper
  • 30 Conference article
  • 26 Comment/debate
  • 19 Editorial
  • 15 Book
  • 12 Letter
  • 12 Patent
  • 2 ???researchoutput.researchoutputtypes.workingpaper.preprint???
  • 1 Foreword/postscript
  • 1 Chapter (peer-reviewed)
  • 1 Short survey

每年研究成果

每年研究成果

搜尋結果

• 2022

  A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets

  Li, D. C., Shi, Q. S., Lin, Y. S. & Lin, L. S., 2022 3月, 於: Entropy. 24, 3, 322.

  研究成果: Article › 同行評審

  開啟存取

  • Oversampling 100%
  • learning 77%
  • Learning 64%
  • Classifiers 50%
  • Performance 42%

• A comprehensive study of age-related macular degeneration detection

  Hsu, C. C., Lee, C. Y., Lin, C. J. & Yeh, H., 2022 4月, 於: Multimedia Tools and Applications. 81, 9, p. 11897-11916 20 p.

  研究成果: Article › 同行評審

  • Photography 100%
  • Deep neural networks 80%
  • Uncertainty 51%

• A crowdsourced dynamic repositioning strategy for public bike sharing systems

  Wang, I. L. & Hou, C. T., 2022 3月, 於: Numerical Algebra, Control and Optimization. 12, 1, p. 31-46 16 p.

  研究成果: Article › 同行評審

  開啟存取

  • Trucks 88%
  • Strategy 66%
  • Integer programming 50%
  • Random forests 50%
  • Demand Forecasting 44%
  1 引文 斯高帕斯（Scopus）

• Acute effects of aerobic exercise on conflict suppression, response inhibition, and processing efficiency underlying inhibitory control processes: An ERP and SFT study

  Kao, S. C., Baumgartner, N., Nagy, C., Fu, H. L., Yang, C. T. & Wang, C. H., 2022 8月, 於: Psychophysiology. 59, 8, e14032.

  研究成果: Article › 同行評審

  • control process 100%
  • suppression 89%
  • Psychological Inhibition 66%
  • efficiency 57%
  • Exercise 53%
  1 引文 斯高帕斯（Scopus）

• ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images

  Fang, H., Li, F., Fu, H., Sun, X., Cao, X., Lin, F., Son, J., Kim, S., Quellec, G., Matta, S., Shankaranarayana, S. M., Chen, Y. T., Wang, C. H., Shah, N. A., Lee, C. Y., Hsu, C. C., Xie, H., Lei, B., Baid, U., Innani, S., 及其他10Dang, K., Shi, W., Kamble, R., Singhal, N., Wang, C. W., Lo, S. C., Orlando, J. I., Bogunovic, H., Zhang, X. & Xu, Y., 2022, (Accepted/In press) 於: IEEE Transactions on Medical Imaging.

  研究成果: Article › 同行評審

  • Macular Degeneration 100%
  • Optics 98%
  • Color photography 87%
  • Deep learning 84%
  • Masks 44%

• Adaptive fully sequential selection procedures with linear and nonlinear control variates

  Tsai, S. C., Luo, J., Jiang, G. & Yeh, W. C., 2022, (Accepted/In press) 於: IISE Transactions.

  研究成果: Article › 同行評審

  • Decision making 100%
  • Sampling 97%
  • Experiments 49%

• A design parameter-free geometric Kullback-Leibler information control chart for monitoring Bernoulli processes

  Chang, Y. C., 2022 7月, 於: Computers and Industrial Engineering. 169, 108150.

  研究成果: Article › 同行評審

  • Control charts 100%
  • Process monitoring 91%
  • Statistics 12%
  • Monitoring 9%

• Adjusted CT Image-Based Radiomic Features Combined with Immune Genomic Expression Achieve Accurate Prognostic Classification and Identification of Therapeutic Targets in Stage III Colorectal Cancer

  Huang, Y. C., Tsai, Y. S., Li, C. I., Chan, R. H., Yeh, Y. M., Chen, P. C., Shen, M. R. & Lin, P. C., 2022 4月 1, 於: Cancers. 14, 8, 1895.

  研究成果: Article › 同行評審

  開啟存取

  • Colorectal Neoplasms 100%
  • Tomography 85%
  • Area Under Curve 34%
  • Neoplasms 33%
  • Therapeutics 20%

• A maximum slacks-based measure of efficiency for closed series production systems

  Kao, C., 2022 1月, 於: Omega (United Kingdom). 106, 102525.

  研究成果: Article › 同行評審

  • Series Production 100%
  • Slacks-based Measure 88%
  • Decision Making Units 34%
  • Monotonicity 15%
  • Non-life Insurance 14%
  1 引文 斯高帕斯（Scopus）

• A modified single-stage sampling procedure for heteroscedasticity analysis of means with unbalanced design

  Wang, W. M., Wen, C. C., Das, R. & Wen, M. J., 2022, (Accepted/In press) 於: Communications in Statistics: Simulation and Computation.

  研究成果: Article › 同行評審

  • Unbalanced Designs 100%
  • Heteroscedasticity 85%
  • Analysis of variance (ANOVA) 71%
  • User interfaces 61%
  • Sampling 48%

• Analytical approach for designing accelerated degradation tests under an exponential dispersion model

  Tung, H. P., Lee, I. C. & Tseng, S. T., 2022 5月, 於: Journal of Statistical Planning and Inference. 218, p. 73-84 12 p.

  研究成果: Article › 同行評審

  • Degradation 62%
  • Equivalence Theorem 36%
  • Design 22%
  • Analysts 20%
  • Stress Testing 16%

• A new approach to generating virtual samples to enhance classification accuracy with small data-a case of bladder cancer

  Lin, L. S., Hu, S. C., Lin, Y. S., Li, D. C. & Siao, L. R., 2022, 於: Mathematical Biosciences and Engineering. 19, 6, p. 6204-6233 30 p.

  研究成果: Article › 同行評審

  開啟存取

  • urinary bladder neoplasms 100%
  • Bladder Cancer 99%
  • Urinary Bladder Neoplasms 62%
  • sampling 23%
  • Datasets 19%
  1 引文 斯高帕斯（Scopus）

• A Novel Classification Method Based on a Two-Phase Technique for Learning Imbalanced Text Data

  Li, D. C., Chen, S. C., Lin, Y. S. & Hsu, W. Y., 2022 3月, 於: Symmetry. 14, 3, 567.

  研究成果: Article › 同行評審

  開啟存取

  • learning 100%
  • Text 85%
  • Learning 83%
  • Support vector machines 73%
  • Costs 34%

• A Pan-Cancer Immunogenomic Atlas for Immune Checkpoint Blockade Immunotherapy

  Yang, J., Zhao, S., Wang, J., Sheng, Q., Liu, Q. & Shyr, Y., 2022 2月 15, 於: Cancer Research. 82, 4, p. 539-542 4 p.

  研究成果: Article › 同行評審

  開啟存取

  • Atlases 100%
  • Immunotherapy 82%
  • Neoplasms 30%
  • Proteomics 21%
  • Sample Size 20%

• A parameter-free exponential control chart based on Kullback-Leibler information for time-between-events monitoring

  Chang, Y. C. & Wu, Y. C., 2022 3月, 於: Quality and Reliability Engineering International. 38, 2, p. 733-756 24 p.

  研究成果: Article › 同行評審

  • Control charts 100%
  • Control Charts 97%
  • Charts 72%
  • Statistics 61%
  • Monitoring 60%
  1 引文 斯高帕斯（Scopus）

• A Person-Based Adaptive Traffic Signal Control Method with Cooperative Transit Signal Priority

  Lee, W. H. & Wang, H. C., 2022, 於: Journal of Advanced Transportation. 2022, 2205292.

  研究成果: Article › 同行評審

  開啟存取

  • Traffic signals 100%
  • Control systems 20%
  • Simulation platform 18%
  • Travel time 17%
  • Roads 13%
  1 引文 斯高帕斯（Scopus）

• Approaching person-centered long-term care: The trajectories of intrinsic capacity and functional decline in Taiwan

  Chen, J. J., Liu, L. F. & Chang, S. M., 2022, (Accepted/In press) 於: Geriatrics and Gerontology International. 22, 7, p. 516-522 7 p.

  研究成果: Article › 同行評審

  • Long-Term Care 100%
  • Activities of Daily Living 91%
  • Taiwan 77%
  • human being 48%
  • Healthy Aging 38%

• A Prediction Model for Tumor Recurrence in Stage II–III Colorectal Cancer Patients: From a Machine Learning Model to Genomic Profiling

  Chen, P. C., Yeh, Y. M., Lin, B. W., Chan, R. H., Su, P. F., Liu, Y. C., Lee, C. T., Chen, S. H. & Lin, P. C., 2022 2月, 於: Biomedicines. 10, 2, 340.

  研究成果: Article › 同行評審

  開啟存取

  • Area Under the Curve 100%
  • Machine Learning 79%
  • Mutation 59%
  • Colorectal Neoplasms 55%
  • Volume 40%
  1 引文 斯高帕斯（Scopus）

• A Privacy Preserving Blockchain Based Framework for AIoT Data Exchange

  Chou, S. F., Kuo, Y. L. & Shih, Y. Y., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1170-1175 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; 卷 2022-April).

  研究成果: Conference contribution

  • Blockchain 100%
  • Electronic data interchange 90%
  • Internet of things 71%
  • Metadata 42%
  • Global positioning system 36%

• A robust factor analysis model based on the canonical fundamental skew-t distribution

  Lin, T. I., Chen, I. A. & Wang, W. L., 2022, (Accepted/In press) 於: Statistical Papers.

  研究成果: Article › 同行評審

  • Factor Analysis 100%
  • t-distribution 92%
  • Skew 72%
  • Model-based 71%
  • Skewness 57%

• A software reliability growth model for imperfect debugging

  Huang, Y. S., Chiu, K-C. & Chen, W. M., 2022 6月, 於: Journal of Systems and Software. 188, 111267.

  研究成果: Article › 同行評審

  • Software reliability 100%
  • Testing 31%
  2 引文 斯高帕斯（Scopus）

• Association of retinopathy severity with cardiovascular and renal outcomes in patients with type 1 diabetes: a multi-state modeling analysis

  Wang, W. M., Ou, H. T., Wen, M. J., Su, P. F., Yang, C. Y., Kuo, T. H., Wang, M. C. & Lin, W. H., 2022 12月, 於: Scientific reports. 12, 1, 4177.

  研究成果: Article › 同行評審

  開啟存取

  • Diabetic Retinopathy 100%
  • Type 1 Diabetes Mellitus 85%
  • Kidney 51%
  • Chronic Kidney Failure 38%
  • Propensity Score 9%

• A study investigating user adoptive behavior and the continuance intention to use mobile health applications during the COVID-19 pandemic era: Evidence from the telemedicine applications utilized in Indonesia

  Lu, H. H., Lin, W. S., Raphael, C. & Wen, M. J., 2022, (Accepted/In press) 於: Asia Pacific Management Review.

  研究成果: Article › 同行評審

  開啟存取

  • Mobile Health 100%
  • Telemedicine 87%
  • User Behavior 80%
  • Intention to Use 69%
  • Indonesia 52%

• A study on promotion with strategic two-stage customized bundling

  Huang, Y. S., Ho, J. W. & Wu, G. J., 2022 9月, 於: Journal of Retailing and Consumer Services. 68, 103004.

  研究成果: Article › 同行評審

  • Bundling 100%
  • Bundling Strategy 72%
  • Add-on 64%
  • Consumer Satisfaction 26%
  • Product Category 23%

• A Two-Dimensional Sentiment Analysis of Online Public Opinion and Future Financial Performance of Publicly Listed Companies

  Yen, M. F., Huang, Y. P., Yu, L. C. & Chen, Y. L., 2022 4月, 於: Computational Economics. 59, 4, p. 1677-1698 22 p.

  研究成果: Article › 同行評審

  • Publicly Listed Company 100%
  • Sentiment Analysis 93%
  • Valence 83%
  • Sentiment analysis 81%
  • Public Opinion 73%
  2 引文 斯高帕斯（Scopus）

• Automatic content curation of news events

  Wang, H. C., Chen, C. C. & Li, T. W., 2022 3月, 於: Multimedia Tools and Applications. 81, 8, p. 10445-10467 23 p.

  研究成果: Article › 同行評審

  開啟存取

  • Hidden Markov models 100%
  • Search engines 99%
  • Internet 67%

• Capacity coordination under uncertain yield for supply chains with a single supplier and two competing retailers

  Huang, Y. S., Fang, C. C. & Sun, W. J., 2022, (Accepted/In press) 於: International Journal of Systems Science: Operations and Logistics.

  研究成果: Article › 同行評審

  • Supply chains 100%
  • Retailers 69%
  • Supply Chain 60%
  • Suppliers 60%
  • Capacity Allocation 46%

• Changes in blood bone markers after the first and second bouts of whole-body eccentric exercises

  Huang, T. H., Nosaka, K. & Chen, T. C., 2022 3月, 於: Scandinavian Journal of Medicine and Science in Sports. 32, 3, p. 521-532 12 p.

  研究成果: Article › 同行評審

  • Osteocalcin 100%
  • Exercise 59%
  • Leptin 54%
  • Bone and Bones 54%
  • Alkaline Phosphatase 49%

• Closest targets in the slacks-based measure of efficiency for production units with multi-period data

  Kao, C., 2022 3月 16, 於: European Journal of Operational Research. 297, 3, p. 1042-1054 13 p.

  研究成果: Article › 同行評審

  • Slacks-based Measure 100%
  • Unit 51%
  • Decision Making Units 24%
  • Decision Making 23%
  • Decision making 16%
  2 引文 斯高帕斯（Scopus）

• Collapse of Better Place: A Managerial Cognition Perspective on the Failure of an Entrepreneurial Initiative

  Lin, M. H. & Chou, H. H., 2022 6月 15, 於: Frontiers in Psychology. 13, 846434.

  研究成果: Article › 同行評審

  開啟存取

  • cognition 100%
  • Cognition 97%
  • firm 47%
  • Industry 25%
  • electric vehicle 22%

• Collapse of Better Place: A Managerial Cognition Perspective on the Failure of an Entrepreneurial Initiative

  Lin, M. & Chou, H., 2022 6月 15, 於: Frontiers in Psychology. 13

  研究成果: Article › 同行評審

  開啟存取

• Comprehensive evaluation of noise reduction methods for single-cell RNA sequencing data

  Chu, S. K., Zhao, S., Shyr, Y. & Liu, Q., 2022 3月 1, 於: Briefings in bioinformatics. 23, 2, bbab565.

  研究成果: Article › 同行評審

  開啟存取

  • RNA 100%
  • Noise abatement 85%
  • Cells 80%
  • Computational methods 43%
  • Genes 39%
  2 引文 斯高帕斯（Scopus）

• Correction to: A Contingency Model in Establishing Brand Loyalty: Relationship Age as a Moderator (Corporate Reputation Review, (2022), 10.1057/s41299-021-00136-2)

  Huang, C. C., Tsay, C. Y., Fang, S. C. & Huang, S. M., 2022, (Accepted/In press) 於: Corporate Reputation Review.

  研究成果: Comment/debate › 同行評審

  開啟存取

  • Contingency Model 100%
  • Corporate Reputation 86%
  • Brand Loyalty 81%
  • Moderator 69%
  • Yuan 46%

• Correction to: Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms (BMC Medical Informatics and Decision Making, (2021), 21, 1, (288), 10.1186/s12911-021-01639-y)

  Lo, Y. T., Liao, J. C., Chen, M. H., Chang, C. M. & Li, C. T., 2022 12月, 於: BMC Medical Informatics and Decision Making. 22, 1, 73.

  研究成果: Comment/debate › 同行評審

  開啟存取

  • Medical informatics 100%
  • Medical Informatics 91%
  • Organized Financing 85%
  • Machine Learning 81%
  • mordant yellow 3 78%

• Cost-effectiveness evaluation of mammography screening program in Taiwan: Adjusting different distributions of age and calendar year for real world data

  Lin, C. N., Lee, K. T., Chang, S. M. & Wang, J. D., 2022 3月, 於: Journal of the Formosan Medical Association. 121, 3, p. 633-642 10 p.

  研究成果: Article › 同行評審

  開啟存取

  • Age Distribution 100%
  • Mammography 95%
  • Life Expectancy 89%
  • Cost-Benefit Analysis 77%
  • Health Expenditures 45%
  1 引文 斯高帕斯（Scopus）

• COVID-19 vaccination and breakthrough infections in patients with cancer

  COVID-19 and Cancer Consortium, 2022 3月, 於: Annals of Oncology. 33, 3, p. 340-346 7 p.

  研究成果: Article › 同行評審

  開啟存取

  • Vaccination 100%
  • Infections 59%
  • Neoplasms 40%
  • Masks 13%
  • Vulnerable Populations 13%
  14 引文 斯高帕斯（Scopus）

• Cross-regional comparative study on digital finance and finance efficiency in China: The eastern and non-eastern areas

  Wang, Q., Yang, J., Chiu, Y. H. & Lin, T. Y., 2022, (Accepted/In press) 於: Managerial and Decision Economics.

  研究成果: Article › 同行評審

  • Finance 100%
  • Comparative Study 79%
  • China 43%
  • Inclusion 28%
  • Backward Region 26%

• Decision support algorithms for optimizing surgery start times considering the performance variation

  Tsai, S. C., Lin, W. H., Wu, C. C., Weng, S. J. & Tang, C. F., 2022 6月, 於: Health Care Management Science. 25, 2, p. 208-221 14 p.

  研究成果: Article › 同行評審

  • Anatomic Models 100%
  • Operating Rooms 78%
  • Economics 59%

• Does Computer-Mediated Communication Competence Enrich Social Capital? The Mediating Role of Social Networks Sites

  Le, T. K. H., Nguyen, M. T. & Li, S. T., 2022, (Accepted/In press) 於: International Journal of Human-Computer Interaction.

  研究成果: Article › 同行評審

  • computer-mediated communication 100%
  • social capital 77%
  • social network 67%
  • Communication 43%
  • world population 16%

• Does office size matter in client acceptance decisions? Evidence from big 4 accounting firms

  Hsieh, Y. T., Lin, C. J. & Chang, H., 2022 1月, 於: Review of Quantitative Finance and Accounting. 58, 1, p. 383-407 25 p.

  研究成果: Article › 同行評審

  • Client Acceptance 100%
  • Big 4 75%
  • Accounting Firms 70%
  • Audit Firms 67%
  • Auditors 51%

• Do over-conservative going concern audit opinions exist? Evidence from the prediction model approach

  Yu, C. C., Huang, H. W., Yang, Y. C. & Xie, A., 2022 3月, 於: Economics Letters. 212, 110292.

  研究成果: Article › 同行評審

  • Audit Opinion 100%
  • Going Concern 97%
  • Prediction Model 77%
  • Public Firm 42%
  • United States of America 15%

• Do Reviewers' Words and Behaviors Help Detect Fake Online Reviews and Spammers? Evidence From a Hierarchical Model

  Le, T. K. H., Li, Y. Z. & Li, S. T., 2022, 於: IEEE Access. 10, p. 42167-42183 17 p.

  研究成果: Review article › 同行評審

  開啟存取

  • Logistic regression 100%
  • Linguistics 56%
  • Machine learning 43%
  • Learning algorithms 24%

• Dynamic total factors’ environmental efficiency in European union countries

  Lu, C. C., Chiu, Y. H., Lin, I. F. & Lin, T. Y., 2022, (Accepted/In press) 於: Environment, Development and Sustainability.

  研究成果: Article › 同行評審

  • Environmental Efficiency 100%
  • European Union 83%
  • environmental factors 71%
  • environmental factor 64%
  • efficiency 55%

• Dysregulated ligand-receptor interactions from single-cell transcriptomics

  Liu, Q., Hsu, C. Y., Li, J. & Shyr, Y., 2022 6月 15, 於: Bioinformatics. 38, 12, p. 3216-3221 6 p.

  研究成果: Article › 同行評審

  開啟存取

  • Receptor 96%
  • Communication 68%
  • Cell 55%
  • Ligands 53%
  • Ligand 33%

• Early-life respiratory trajectories and neurodevelopmental outcomes in infants born very and extremely preterm: A retrospective study

  Yu, W. H., Chu, C. H., Lin, Y. C., Chen, R. B., Iwata, O. & Huang, C. C., 2022, (Accepted/In press) 於: Developmental Medicine and Child Neurology.

  研究成果: Article › 同行評審

  • Retrospective Studies 100%
  • Pregnancy 19%
  • Vision Disorders 18%
  • Premature Birth 17%
  • Child Development 17%
  1 引文 斯高帕斯（Scopus）

• Economic consequences of unqualified chief accounting officer announcements

  Wu, S. B. & Liu, W. P., 2022, 於: Applied Economics Letters. 29, 14, p. 1256-1260 5 p.

  研究成果: Article › 同行評審

  • Market Reaction 100%
  • Economic Consequences 98%
  • Announcement 83%
  • Leakage 53%
  1 引文 斯高帕斯（Scopus）

• Effect of female executives on Chinese cultural media enterprise efficiency

  Li, Y., Chiu, Y. H., Lin, T. Y. & Cen, H., 2022 3月 11, 於: Gender in Management. 37, 2, p. 145-163 19 p.

  研究成果: Article › 同行評審

  • Medium Enterprises 100%
  • efficiency 54%
  • Dynamic Data Envelopment Analysis 29%
  • Statistical Model 26%
  • Tobit Regression 24%

• Effect of support foot placement on football instep kick performance

  Ou, Y. C., Lei, M. K. & Cheng, K. B., 2022, (Accepted/In press) 於: Science and Medicine in Football.

  研究成果: Article › 同行評審

  • Football 100%
  • Placement 88%
  • Foot 71%
  • speed 36%
  • Performance 32%

• Effects of 12 weeks of aerobic exercise combined with resistance training on neurocognitive performance in obese women

  Wen, H. J., Liu, S. H. & Tsai, C. L., 2022 10月, 於: Journal of Exercise Science and Fitness. 20, 4, p. 291-304 14 p.

  研究成果: Article › 同行評審

  開啟存取

  • Exercise 58%
  • performance 41%
  • Fats 33%
  • age group 30%
  • Group 26%

• Effects of Coordinative Exercise on Sustained Attention and Perceptual Discrimination in Elementary School Physical Education

  Chou, C. C., Wang, C. H., McCullick, B. & Hsueh, M. C., 2022, (Accepted/In press) 於: Research Quarterly for Exercise and Sport.

  研究成果: Article › 同行評審

  • Physical Education and Training 100%
  • Exercise 50%
  • Neuropsychological Tests 10%
  • Task Performance and Analysis 10%
  • Executive Function 10%