資訊管理研究所

研究成果

每年研究成果 1984 2002 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2019 2020 2021 2022 2023 2024 2024

• 414 Article
• 71 Conference contribution
• 10 Paper
• 10 Review article
• 15 更多
  • 7 Chapter
  • 6 Conference article
  • 1 Comment/debate
  • 1 Editorial

每年研究成果

每年研究成果

搜尋結果

• 2012

  A multi-model approach to determine early manufacturing parameters for small-data-set prediction

  Li, D. C., Liu, C. W. & Chen, W. C., 2012 12月 1, 於: International Journal of Production Research. 50, 23, p. 6679-6690 12 p.

  研究成果: Article › 同行評審

  • Manufacturing 100%
  • Prediction 88%
  • Prediction Model 82%
  • Set theory 68%
  • Support Vector Machine 45%
  4 引文 斯高帕斯（Scopus）

• Analysis of academic research performance from publications in the field of computer science

  Wang, H. C., Pang, C. Y. & Huang, J. Y., 2012, 於: Malaysian Journal of Library and Information Science. 17, 2, p. 51-70 20 p.

  研究成果: Article › 同行評審

  • computer science 100%
  • performance 52%
  • G8 41%
  • Malaysia 12%
  • productivity 11%
  1 引文 斯高帕斯（Scopus）

• An examination of knowledge asset dynamics for competitive advantage in a manufacturing R&D department

  Tsai, M. H., Li, S. T. & Lin, C., 2012 12月, 於: Asia Pacific Management Review. 17, 4, p. 343-360 18 p.

  研究成果: Article › 同行評審

  • Knowledge Assets 100%
  • Manufacturing 77%
  • Profitability 60%
  • R and D 60%
  • Competitive Advantage 56%
  3 引文 斯高帕斯（Scopus）

• A non-linear quality improvement model using SVR for manufacturing TFT-LCDs

  Li, D. C., Chen, W. C., Liu, C. W. & Lin, Y. S., 2012 6月, 於: Journal of Intelligent Manufacturing. 23, 3, p. 835-844 10 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Liquid crystal displays 84%
  • Color 28%
  • Personal digital assistants 22%
  • Specifications 12%
  31 引文 斯高帕斯（Scopus）

• A tree-based-trend-diffusion prediction procedure for small sample sets in the early stages of manufacturing systems

  Li, D. C., Chen, C. C., Chang, C. J. & Lin, W. K., 2012 1月, 於: Expert Systems With Applications. 39, 1, p. 1575-1581 7 p.

  研究成果: Article › 同行評審

  • Set theory 100%
  • Ceramic capacitors 57%
  • Electronics industry 47%
  • Product design 38%
  • Lead 36%
  46 引文 斯高帕斯（Scopus）

• Determining manufacturing parameters to suppress system variance using linear and non-linear models

  Li, D. C., Chen, W. C., Liu, C. W., Chang, C. J. & Chen, C. C., 2012 3月, 於: Expert Systems With Applications. 39, 4, p. 4020-4025 6 p.

  研究成果: Article › 同行評審

  • Thin film transistors 100%
  • Liquid crystal displays 84%
  • Backpropagation 73%
  • Agglomeration 68%
  • Engineers 54%
  3 引文 斯高帕斯（Scopus）

• Employing box-and-whisker plots for learning more knowledge in TFT-LCD pilot runs

  Li, D. C., Chen, C. C., Chang, C. J. & Chen, W. C., 2012 3月 15, 於: International Journal of Production Research. 50, 6, p. 1539-1553 15 p.

  研究成果: Article › 同行評審

  • Liquid crystal displays 100%
  • Sample Size 63%
  • Knowledge Acquisition 62%
  • Machine Learning 61%
  • Production Cycle 58%
  20 引文 斯高帕斯（Scopus）

• Employing dependent virtual samples to obtain more manufacturing information in pilot runs

  Li, D. C., Chen, C. C., Chen, W. C. & Chang, C. J., 2012 12月 1, 於: International Journal of Production Research. 50, 23, p. 6886-6903 18 p.

  研究成果: Article › 同行評審

  • Manufacturing 100%
  • Sample Size 97%
  • Engineers 60%
  • Machine Learning 47%
  • Regression Analysis 46%
  11 引文 斯高帕斯（Scopus）

• Estimation of a data-collection maturity model to detect manufacturing change

  Yeh, C. W., Li, D. C. & Zhang, Y. R., 2012 6月 15, 於: Expert Systems With Applications. 39, 8, p. 7093-7101 9 p.

  研究成果: Article › 同行評審

  • Data mining 100%
  • Neural networks 73%
  5 引文 斯高帕斯（Scopus）

• Evaluating organisational performance during crises: A multi-dimensional framework

  Wang, W. T., 2012 6月, 於: Total Quality Management and Business Excellence. 23, 5-6, p. 673-688 16 p.

  研究成果: Article › 同行評審

  • Organizational Performance 100%
  • Performance Indicators 54%
  • Literature Review 40%
  • Managerial Behavior 21%
  • Case Analysis 18%
  11 引文 斯高帕斯（Scopus）

• Exploration of the key evolutionary operational improvement activities

  Lin, C. & Chai, K. W., 2012, 於: Industrial Management and Data Systems. 112, 7, p. 1123-1141 19 p.

  研究成果: Article › 同行評審

  • Evolutionary 100%
  • Quality management 80%
  • Industry 57%
  • Managers 56%
  • Taiwan 38%
  9 引文 斯高帕斯（Scopus）

• Exploring barriers to knowledge flow at different knowledge management maturity stages

  Lin, C., Wu, J. C. & Yen, D. C., 2012 1月, 於: Information and Management. 49, 1, p. 10-23 14 p.

  研究成果: Article › 同行評審

  • Knowledge Management 100%
  • Knowledge management 78%
  • Knowledge Flow 75%
  • Maturity 57%
  • Maturity Level 32%
  84 引文 斯高帕斯（Scopus）

• Extending attribute information for small data set classification

  Li, D. C. & Liu, C. W., 2012, 於: IEEE Transactions on Knowledge and Data Engineering. 24, 3, p. 452-464 13 p., 5677515.

  研究成果: Article › 同行評審

  • Attribute 100%
  • Principal component analysis 65%
  • Independent component analysis 38%
  • Membership functions 36%
  • Performance 30%
  44 引文 斯高帕斯（Scopus）

• Factors influencing mobile services adoption: A brand-equity perspective

  Wang, W. T. & Li, H. M., 2012 3月, 於: Internet Research. 22, 2, p. 142-179 38 p.

  研究成果: Article › 同行評審

  • Service Adoption 100%
  • Mobile Services 86%
  • Brand Equity 78%
  • Value-added Services 78%
  • value added 67%
  171 引文 斯高帕斯（Scopus）

• Forecasting short-term electricity consumption using the adaptive grey-based approach-An Asian case

  Li, D. C., Chang, C. J., Chen, C. C. & Chen, W. C., 2012 12月, 於: Omega. 40, 6, p. 767-773 7 p.

  研究成果: Article › 同行評審

  • Electricity Consumption 100%
  • Grey Theory 83%
  • Sample Size 39%
  • Back-propagation Neural Network 39%
  • Support Vector Regression 39%
  201 引文 斯高帕斯（Scopus）

• Fuzzy time series forecasting with a probabilistic smoothing hidden Markov model

  Cheng, Y. C. & Li, S. T., 2012 4月, 於: IEEE Transactions on Fuzzy Systems. 20, 2, p. 291-304 14 p., 6060907.

  研究成果: Article › 同行評審

  • Fuzzy Time Series 100%
  • Time Series Forecasting 86%
  • Forecasting 63%
  • Markov Model 59%
  • Hidden Markov models 56%
  56 引文 斯高帕斯（Scopus）

• Harmonizing firms' knowledge and strategies with organizational capabilities

  Tsai, W. H., Tsai, M. H., Li, S. T. & Lin, C., 2012 9月, 於: Journal of Computer Information Systems. 53, 1, p. 23-32 10 p.

  研究成果: Article › 同行評審

  • Knowledge management 100%
  • firm 69%
  • knowledge gap 12%
  • knowledge management 11%
  • knowledge 7%
  11 引文 斯高帕斯（Scopus）

• Knowledge sharing practices of project teams when encountering changes in project scope: A contingency approach

  Wang, W. T. & Ko, N. Y., 2012 10月, 於: Journal of Information Science. 38, 5, p. 423-441 19 p.

  研究成果: Article › 同行評審

  • contingency 100%
  • knowledge 68%
  • Product development 52%
  • development project 17%
  • research results 16%
  26 引文 斯高帕斯（Scopus）

• Solving a two-agent single-machine scheduling problem considering learning effect

  Li, D. C. & Hsu, P. H., 2012 7月, 於: Computers and Operations Research. 39, 7, p. 1644-1651 8 p.

  研究成果: Article › 同行評審

  • Single Machine Scheduling 86%
  • Learning Effect 75%
  • Scheduling Problem 65%
  • Scheduling 44%
  • Genetic Algorithm 31%
  48 引文 斯高帕斯（Scopus）

• The alliance innovation performance of R&D alliances - The absorptive capacity perspective

  Lin, C., Wu, Y. J., Chang, C., Wang, W. & Lee, C. Y., 2012 5月, 於: Technovation. 32, 5, p. 282-292 11 p.

  研究成果: Article › 同行評審

  • R&D Alliances 100%
  • Absorptive Capacity 71%
  • Innovation Performance 68%
  • Alliances 59%
  • Technological Distance 55%
  228 引文 斯高帕斯（Scopus）

• The integrated information architecture: A pilot study approach to leveraging logistics management with regard to influenza preparedness

  Lin, C., Lin, C. M., Yen, D. C. & Wu, W. H., 2012 2月, 於: Journal of Medical Systems. 36, 1, p. 187-200 14 p.

  研究成果: Article › 同行評審

  開啟存取

  • Biomedical equipment 100%
  • Pandemics 98%
  • Human Influenza 85%
  • Logistics 82%
  • Economic and social effects 61%
  4 引文 斯高帕斯（Scopus）

• Using structure-based data transformation method to improve prediction accuracies for small data sets

  Li, D. C., Chang, C. C. & Liu, C. W., 2012 2月, 於: Decision Support Systems. 52, 3, p. 748-756 9 p.

  研究成果: Article › 同行評審

  • Data Transformation 100%
  • Prediction Accuracy 81%
  • Prediction 54%
  • Datasets 53%
  • Set theory 42%
  17 引文 斯高帕斯（Scopus）
• 2011

  A core journal decision model based on weighted page rank

  Wang, H. C., Chou, Y. L. & Guo, J. L., 2011 9月, 於: Program. 45, 4, p. 397-414 18 p.

  研究成果: Article › 同行評審

  • decision model 100%
  • Managers 19%
  • Websites 19%
  • authorization 12%
  • utilization 9%
  2 引文 斯高帕斯（Scopus）

• A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets

  Li, D. C., Liu, C. W. & Hu, S. C., 2011 5月, 於: Artificial Intelligence in Medicine. 52, 1, p. 45-52 8 p.

  研究成果: Article › 同行評審

  • Principal component analysis 100%
  • Datasets 84%
  • Feature extraction 81%
  • Principal Component Analysis 56%
  • Set theory 27%
  128 引文 斯高帕斯（Scopus）

• A gene selection method for microarray data based on risk genes

  Wong, T. T. & Chen, D. Q., 2011 10月, 於: Expert Systems With Applications. 38, 11, p. 14065-14071 7 p.

  研究成果: Article › 同行評審

  • Microarrays 100%
  • Genes 83%
  • Set theory 5%
  8 引文 斯高帕斯（Scopus）

• An extended grey forecasting model for omnidirectional forecasting considering data gap difference

  Li, D. C., Chang, C. J., Chen, W. C. & Chen, C. C., 2011 10月, 於: Applied Mathematical Modelling. 35, 10, p. 5051-5058 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Forecasting 100%
  • Model 28%
  • Business 27%
  • Fatigue Limit 22%
  • Titanium Alloy 22%
  55 引文 斯高帕斯（Scopus）

• Assessing e-learning 2.0 system success

  Wang, H. C. & Chiu, Y. F., 2011 9月, 於: Computers and Education. 57, 2, p. 1790-1800 11 p.

  研究成果: Article › 同行評審

  • Learning systems 100%
  • electronic learning 82%
  • Communication 36%
  • communication 22%
  • Students 18%
  125 引文 斯高帕斯（Scopus）

• Assessment of commercialization strategy using R&D capability

  Lin, C., Jiang, J. L., Wu, Y. J. & Chang, C. C., 2011, 於: Industrial Management and Data Systems. 111, 3, p. 341-369 29 p.

  研究成果: Article › 同行評審

  • R&D Capability 100%
  • Commercialization 82%
  • Start-ups 61%
  • Patent Data 51%
  • Aluminum nitride 34%
  8 引文 斯高帕斯（Scopus）

• A two-stage clustering method to analyze customer characteristics to build discriminative customer management: A case of textile manufacturing business

  Li, D. C., Dai, W. L. & Tseng, W. T., 2011 6月, 於: Expert Systems With Applications. 38, 6, p. 7186-7191 6 p.

  研究成果: Article › 同行評審

  • Textiles 100%
  • Marketing 98%
  • Sales 48%
  • Industry 44%
  55 引文 斯高帕斯（Scopus）

• Automatic summarization based on automaticallyinduced ontology

  Wang, H. C., Huang, T. H. & Liu, C. T., 2011 1月, 於: Intelligent Automation and Soft Computing. 17, 4, p. 447-463 17 p.

  研究成果: Article › 同行評審

  • Summarization 100%
  • Ontology 56%
  • Domain Ontology 15%
  • Semantics 12%
  • Evaluate 11%
  1 引文 斯高帕斯（Scopus）

• A vector forecasting model for fuzzy time series

  Li, S. T., Kuo, S. C., Cheng, Y. C. & Chen, C. C., 2011 4月, 於: Applied Soft Computing Journal. 11, 3, p. 3125-3134 10 p.

  研究成果: Article › 同行評審

  • Time series 100%
  • Uncertainty 16%
  • Set theory 8%
  • Experiments 4%
  32 引文 斯高帕斯（Scopus）

• Conceptual-driven classification for coding advise in health insurance reimbursement

  Li, S. T., Chen, C. C. & Huang, F., 2011 1月, 於: Artificial Intelligence in Medicine. 51, 1, p. 27-41 15 p.

  研究成果: Article › 同行評審

  • Health insurance 100%
  • Health Insurance Reimbursement 92%
  • Cerebrovascular Disorders 34%
  • Patient Discharge Summaries 30%
  • Knowledge Discovery 26%
  6 引文 斯高帕斯（Scopus）

• Developing global supply chain quality management systems

  Kuei, C. H., Madu, C. N. & Lin, C., 2011 8月 1, 於: International Journal of Production Research. 49, 15, p. 4457-4481 25 p.

  研究成果: Article › 同行評審

  • Quality Management 100%
  • Supply chain management 76%
  • Quality management 74%
  • Global Supply Chain 68%
  • Quality Management System 63%
  77 引文 斯高帕斯（Scopus）

• Examining the use of knowledge management during issue management

  Wang, W. T., 2011 3月, 於: Management Research Review. 34, 4, p. 436-449 14 p.

  研究成果: Article › 同行評審

  • Knowledge Management 100%
  • Issue Management 80%
  • Knowledge Management Practice 60%
  • Interrelationship 15%
  • Protest 15%
  8 引文 斯高帕斯（Scopus）

• Individual attribute prior setting methods for nave Bayesian classifiers

  Wong, T. T. & Chang, L. H., 2011 5月, 於: Pattern Recognition. 44, 5, p. 1041-1047 7 p.

  研究成果: Article › 同行評審

  • Feature extraction 100%
  • Classifiers 91%
  13 引文 斯高帕斯（Scopus）

• Inference of transcriptional regulatory network by bootstrapping patterns

  Wang, H. C., Chen, Y. HS., Kao, H. Y. & Tsai, S. J., 2011 5月, 於: Bioinformatics. 27, 10, p. 1422-1428 7 p., btr155.

  研究成果: Article › 同行評審

  開啟存取

  • Transcription factors 96%
  • Bootstrapping 78%
  • Transcription Factor 52%
  • Proteins 40%
  • Transcription Factors 37%
  7 引文 斯高帕斯（Scopus）

• Knowledge sharing in wiki communities: An empirical study

  Wang, W. T. & Wei, Z. H., 2011, 於: Online Information Review. 35, 5, p. 799-820 22 p.

  研究成果: Article › 同行評審

  • virtual community 100%
  • knowledge 54%
  • Latent Class Analysis 21%
  • promotion 15%
  • Managers 14%
  47 引文 斯高帕斯（Scopus）

• Perpetual and fair data collection for environmental energy harvesting sensor networks

  Liu, R. S., Fan, K. W., Zheng, Z. & Sinha, P., 2011 8月, 於: IEEE/ACM Transactions on Networking. 19, 4, p. 947-960 14 p., 5643974.

  研究成果: Article › 同行評審

  開啟存取

  • Energy harvesting 100%
  • Parallel algorithms 91%
  • Sensor networks 84%
  • Renewable energy resources 47%
  • Solar energy 17%
  94 引文 斯高帕斯（Scopus）

• Steps for the advanced product quality planning approach to improve product quality: A case of fastener manufacturing

  Li, D. C., Chang, S. Y., Chen, T. L. & Liu, C. W., 2011 9月, 於: Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 225, 9, p. 1621-1635 15 p.

  研究成果: Article › 同行評審

  • Fasteners 100%
  • Planning 54%
  • Process design 15%
  • Product development 14%
  • Product design 14%
  2 引文 斯高帕斯（Scopus）

• System dynamics modelling for examining knowledge transfer during crises

  Wang, W. T., 2011 1月, 於: Systems Research and Behavioral Science. 28, 1, p. 105-127 23 p.

  研究成果: Article › 同行評審

  開啟存取

  • System Dynamics Modeling 100%
  • knowledge transfer 82%
  • Knowledge Transfer 69%
  • Organizational Crisis 52%
  • Critical Knowledge 26%
  17 引文 斯高帕斯（Scopus）

• The interaction effects of familiarity, breadth and media usage on web browsing experience

  Chen, J. V., Lin, C., Yen, D. C. & Linn, K. P., 2011 11月, 於: Computers in Human Behavior. 27, 6, p. 2141-2152 12 p.

  研究成果: Article › 同行評審

  • Familiarity 100%
  • Web Sites 99%
  • Websites 85%
  • website 80%
  • Internet 64%
  31 引文 斯高帕斯（Scopus）

• Two-machine flowshop scheduling with truncated learning to minimize the total completion time

  Li, D. C., Hsu, P. H., Wu, C. C. & Cheng, T. C. E., 2011 10月, 於: Computers and Industrial Engineering. 61, 3, p. 655-662 8 p.

  研究成果: Article › 同行評審

  • Scheduling 100%
  • Simulated annealing 73%
  18 引文 斯高帕斯（Scopus）

• Using unsupervised patterns to extract gene regulation relationships for network construction

  Tang, Y. T., Li, S. J., Kao, H. Y., Tsai, S. J. & Wang, H. C., 2011, 於: PloS one. 6, 5, e19633.

  研究成果: Article › 同行評審

  開啟存取

  • Gene Expression 100%
  • Factor X 73%
  • Genes 67%
  • Seeds 56%
  • Formal Social Control 55%
  7 引文 斯高帕斯（Scopus）
• 2010

  A class possibility based kernel to increase classification accuracy for small data sets using support vector machines

  Li, D. C. & Liu, C. W., 2010 4月, 於: Expert Systems With Applications. 37, 4, p. 3104-3110 7 p.

  研究成果: Article › 同行評審

  • Support vector machines 100%
  • Polynomials 96%
  • Data structures 51%
  • Neural networks 37%
  61 引文 斯高帕斯（Scopus）

• A learning method for the class imbalance problem with medical data sets

  Li, D. C., Liu, C. W. & Hu, S. C., 2010 5月, 於: Computers in Biology and Medicine. 40, 5, p. 509-518 10 p.

  研究成果: Article › 同行評審

  • Medical problems 100%
  • Datasets 72%
  • Learning 66%
  • Membership functions 62%
  • Potassium Iodide 43%
  191 引文 斯高帕斯（Scopus）

• An intelligent decision-support model using FSOM and rule extraction for crime prevention

  Li, S. T., Kuo, S. C. & Tsai, F. C., 2010, 於: Expert Systems With Applications. 37, 10, p. 7108-7119 12 p.

  研究成果: Article › 同行評審

  • Crime 100%
  • Self organizing maps 93%
  • Law enforcement 37%
  • Linguistics 7%
  • Managers 7%
  51 引文 斯高帕斯（Scopus）

• Applying systematic diagnosis and product classification approaches to solve multiple products operational issues in shop-floor integration systems

  Dai, W. L. & Li, D. C., 2010 9月, 於: Expert Systems With Applications. 37, 9, p. 6373-6380 8 p.

  研究成果: Article › 同行評審

  • Case based reasoning 100%
  • Information systems 68%
  • Statistics 63%
  • Machine learning 62%
  • Neural networks 51%
  2 引文 斯高帕斯（Scopus）

• A Probabilistic mechanism based on clustering analysis and distance measure for subset gene selection

  Wong, T. T. & Liu, K. L., 2010 3月 15, 於: Expert Systems With Applications. 37, 3, p. 2144-2149 6 p.

  研究成果: Article › 同行評審

  • Genes 100%
  • Microarrays 34%
  • Computational complexity 24%
  13 引文 斯高帕斯（Scopus）

• A stochastic HMM-based forecasting model for fuzzy time series

  Li, S. T. & Cheng, Y. C., 2010 10月, 於: IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 40, 5, p. 1255-1266 12 p., 5356151.

  研究成果: Article › 同行評審

  • Time series 100%
  • Stochastic models 15%
  • Monte Carlo methods 15%
  • Experiments 15%
  • Hidden Markov models 14%
  50 引文 斯高帕斯（Scopus）

• A trend prediction model from very short term data learning

  Yeh, C. W. & Li, D. C., 2010 3月, 於: Expert Systems With Applications. 37, 2, p. 1728-1733 6 p.

  研究成果: Article › 同行評審

  • Normal distribution 100%
  • Error analysis 83%
  • Statistics 67%
  • Set theory 57%
  • Neural networks 54%
  2 引文 斯高帕斯（Scopus）