李 昇暾

研究成果

每年研究成果 1994 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2016 2024

• 72 Article
• 38 Conference contribution
• 6 Paper
• 4 Chapter
• 7 更多
  • 3 Conference article
  • 3 Review article
  • 1 Editorial

每年研究成果

每年研究成果

搜尋結果

• 2024

  Forecasting vault cash with an extreme value long short-term memory network

  Hsu, M. L., Hsu, H. C. & Li, S. T., 2024 9月, 於: Asia Pacific Management Review. 29, 3, p. 284-291 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Extreme Values 100%
  • Cash 67%
  • Time Series Data 47%
  • Customer Service Management 25%
  • Sliding Window 25%
• 2023

  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., 2023, 於: International Journal of Human-Computer Interaction. 39, 10, p. 2048-2060 13 p.

  研究成果: Article › 同行評審

  • computer-mediated communication 100%
  • social capital 77%
  • social network 67%
  • Communication 43%
  • world population 16%
  2 引文 斯高帕斯（Scopus）

• ENVIRONMENTAL REGULATION, REGIONAL INNOVATION and URBAN POLLUTION CONTROL. EMPIRICAL EVIDENCE from the YANGTZE RIVER DELTA

  Chiu, Y. W., Chen, H. & Li, S. T., 2023 9月 1, 於: Environmental Engineering and Management Journal. 22, 9, p. 1587-1594 8 p.

  研究成果: Article › 同行評審

  • Pollution control 100%
  • Environmental regulations 95%
  • urban pollution 90%
  • Environmental Pollution 85%
  • environmental regulation 84%

• Spiritual leadership influence on employee creative service performance: a moderated mediation analysis

  Chiu, Y. W., Amin, M. W., Li, S. T. & Ali, M., 2023 12月, 於: BMC psychology. 11, 1, 262.

  研究成果: Article › 同行評審

  開啟存取

  • mediation 100%
  • Occupational Groups 86%
  • employee 85%
  • leadership 77%
  • performance 55%
  1 引文 斯高帕斯（Scopus）
• 2022

  Apply big data analytics for forecasting the prices of precious metals futures to construct a hedging strategy for industrial material procurement

  Li, S. T., Chiu, K. C. & Wu, C. C., 2022, (Accepted/In press) 於: Managerial and Decision Economics.

  研究成果: Article › 同行評審

  • Precious metals 100%
  • Hedging Strategies 86%
  • Data Analytics 83%
  • Big Data 75%
  • Big data 68%
  3 引文 斯高帕斯（Scopus）

• Validation of coding algorithms for identifying people with viral hepatitis using claims data according to different standard references

  Sheu, M. J., Chin, T. W., Ku, F. P., Li, C. Y., Li, S. T. & Lu, T. H., 2022 12月, 於: BMC infectious diseases. 22, 1, 222.

  研究成果: Article › 同行評審

  開啟存取

  • Hepatitis B virus 100%
  • Hepatitis 97%
  • Hepacivirus 95%
  • Outpatients 33%
  • Medical Records 12%
  4 引文 斯高帕斯（Scopus）
• 2021

  Firm capability assessment via the BSC and DEA

  Lin, C., Ting, S. F., Lee, L. & Lin, S. T., 2021 3月 2, 於: Industrial Management and Data Systems. 121, 3, p. 567-593 27 p.

  研究成果: Article › 同行評審

  • Firm Capabilities 100%
  • Resources and Capabilities 61%
  • Organizational Capabilities 60%
  • Performance Indicators 43%
  • Fuzzy set theory 33%
  12 引文 斯高帕斯（Scopus）

• Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise

  González, S., García, S., Li, S. T., John, R. & Herrera, F., 2021 6月 7, 於: Neurocomputing. 439, p. 106-121 16 p.

  研究成果: Article › 同行評審

  開啟存取

  • Datasets 28%
  17 引文 斯高帕斯（Scopus）

• Variations in case definition algorithms in diabetes-related studies using Taiwan National Health Insurance claims data

  Ku, F. P., Li, S. T., Li, C. Y. & Lui, T. H., 2021 12月 1, 於: Taiwan Journal of Public Health. 40, 6, p. 725-733 9 p.

  研究成果: Article › 同行評審

  • insurance claim 100%
  • health insurance 68%
  • chronic illness 65%
  • Taiwan 55%
  • diagnostic 42%
  2 引文 斯高帕斯（Scopus）
• 2020

  Incorporating monotonic domain knowledge in support vector learning for data mining regression problems

  Chuang, H. C., Chen, C. C. & Li, S. T., 2020 8月 1, 於: Neural Computing and Applications. 32, 15, p. 11791-11805 15 p.

  研究成果: Article › 同行評審

  • Support vector regression 100%
  • Data mining 70%
  • Quadratic programming 31%
  • Experiments 10%
  7 引文 斯高帕斯（Scopus）

• Validity of ICD-10-CM codes used to identify patients with chronic hepatitis B and C virus infection in administrative claims data from the Taiwan national health insurance outpatient claims dataset

  Sheu, M. J., Liang, F. W., Li, S. T., Li, C. Y. & Lu, T. H., 2020, 於: Clinical Epidemiology. 12, p. 185-192 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • Chronic Hepatitis B 100%
  • Chronic Hepatitis C 97%
  • Hepatitis B virus 90%
  • Hepacivirus 86%
  • Datasets 73%
  14 引文 斯高帕斯（Scopus）
• 2019

  Chain based sampling for monotonic imbalanced classification

  González, S., García, S., Li, S. T. & Herrera, F., 2019 2月, 於: Information sciences. 474, p. 187-204 18 p.

  研究成果: Article › 同行評審

  • Monotonicity 100%
  • Sampling 98%
  • Monotonic 93%
  • Chain 71%
  • Set theory 45%
  22 引文 斯高帕斯（Scopus）

• Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles

  Li, S. T., Pham, T. T. & Chuang, H. C., 2019 1月, 於: Information and Management. 56, 1, p. 28-38 11 p.

  研究成果: Article › 同行評審

  • Rating 100%
  • Social Relations 99%
  • Linguistics 97%
  • Prediction Model 52%
  • Prediction 42%
  52 引文 斯高帕斯（Scopus）
• 2017

  Graphical Representations of Mortality Data with Confidence Intervals

  Lu, T. H., Li, S. T. & Yin, W. H., 2017 3月 1, 於: Circulation: Cardiovascular Quality and Outcomes. 10, 3, e002763.

  研究成果: Article › 同行評審
• 2016

  An analysis of the current status and utilization of government health and welfare open data in Taiwan

  Han, P. H., Li, S. T., Hsu, M. H. & Lu, T. H., 2016 8月, 於: Taiwan Journal of Public Health. 35, 4, p. 395-405 11 p.

  研究成果: Article › 同行評審

  • Taiwan 84%
  • utilization 80%
  • Datasets 80%
  • welfare 75%
  • Health 49%
  3 引文 斯高帕斯（Scopus）

• An efficient algorithm to maintain the discovered frequent sequences with record deletion

  Lin, J. C. W., Gan, W., Hong, T. P., Chen, H. Y. & Li, S. T., 2016 4月 20, 於: Intelligent Data Analysis. 20, 3, p. 655-677 23 p.

  研究成果: Article › 同行評審

  • Sequential Patterns 100%
  • Efficient Algorithms 77%
  • Mining 27%
  • Safety 25%
  • Customers 22%
  4 引文 斯高帕斯（Scopus）

• Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews

  Li, S. T., Pham, T. T., Chuang, H. C. & Wang, Z. W., 2016 2月 1, 於: Information Systems and e-Business Management. 14, 1, p. 71-99 29 p.

  研究成果: Article › 同行評審

  • Decision making 100%
  • Latent Class Analysis 88%
  • Cellular telephones 66%
  • Industry 30%
  • Experiments 24%
  11 引文 斯高帕斯（Scopus）
• 2015

  A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining With Prior Knowledge

  Li, S. T. & Chen, C. C., 2015 10月, 於: IEEE Transactions on Fuzzy Systems. 23, 5, p. 1713-1727 15 p., 6965607.

  研究成果: Article › 同行評審

  • Prior Knowledge 93%
  • Data Mining 91%
  • Monotonic 78%
  • Monotonicity 66%
  • Data mining 65%
  43 引文 斯高帕斯（Scopus）

• Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting

  Kuo, S. C., Chen, C. C. & Li, S. T., 2015 9月 1, 於: International Journal of Fuzzy Systems. 17, 3, p. 444-456 13 p., 43.

  研究成果: Article › 同行評審

  • Fuzzy Time Series 100%
  • Time Series Forecasting 86%
  • Time series 47%
  • Modeling 35%
  • Historical Data 30%
  5 引文 斯高帕斯（Scopus）

• Incrementally updating the discovered sequential patterns based on pre-large concept

  Lin, J. C. W., Hong, T. P., Gan, W., Chen, H. Y. & Li, S. T., 2015 9月 8, 於: Intelligent Data Analysis. 19, 5, p. 1071-1089 19 p.

  研究成果: Article › 同行評審

  • Sequential Patterns 100%
  • Updating 61%
  • Concepts 29%
  • Mining 23%
  • Customers 19%
  21 引文 斯高帕斯（Scopus）

• Using mutually validated memories of experts for case-based knowledge systems

  Ho, H. F. & Li, S. T., 2015 9月 1, 於: Knowledge-Based Systems. 86, p. 102-115 14 p.

  研究成果: Article › 同行評審

  • Knowledge-based Systems 100%
  • Group Decision Making 99%
  • Case based reasoning 91%
  • Knowledge based systems 85%
  • Case-based Reasoning 76%
  9 引文 斯高帕斯（Scopus）
• 2014

  Credit rating with a monotonicity-constrained support vector machine model

  Chen, C. C. & Li, S. T., 2014 11月 15, 於: Expert Systems With Applications. 41, 16, p. 7235-7247 13 p.

  研究成果: Article › 同行評審

  • Support vector machines 100%
  • Experiments 22%
  61 引文 斯高帕斯（Scopus）

• Power planning in ICT infrastructure: A multi-criteria operational performance evaluation approach

  Li, S. T. & Chou, W. C., 2014 12月, 於: Omega (United Kingdom). 49, p. 134-148 15 p.

  研究成果: Article › 同行評審

  • Business Performance 100%
  • Performance Evaluation 88%
  • Information and Communication Technology 80%
  • Technology Infrastructure 73%
  • Senior Staff 59%
  13 引文 斯高帕斯（Scopus）
• 2013

  A fuzzy conceptualization model for text mining with application in opinion polarity classification

  Li, S. T. & Tsai, F. C., 2013 2月, 於: Knowledge-Based Systems. 39, p. 23-33 11 p.

  研究成果: Article › 同行評審

  • Text Mining 100%
  • Text mining 94%
  • Conceptualization 70%
  • Document Classification 50%
  • Text Classification 46%
  69 引文 斯高帕斯（Scopus）
• 2012

  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）

• 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%
  57 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）
• 2011

  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）
• 2010

  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）

• 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%
  51 引文 斯高帕斯（Scopus）

• Building a taxonomy of a firms knowledge assets: A perspective of durability and profitability

  Li, S. T., Tsai, M. H. & Lin, C., 2010 2月, 於: Journal of Information Science. 36, 1, p. 36-56 21 p.

  研究成果: Article › 同行評審

  • profitability 100%
  • Taxonomies 89%
  • taxonomy 81%
  • Profitability 74%
  • assets 72%
  21 引文 斯高帕斯（Scopus）

• Clustering spatial-temporal precipitation data using wavelet transform and self-organizing map neural network

  Hsu, K. C. & Li, S. T., 2010 2月, 於: Advances in Water Resources. 33, 2, p. 190-200 11 p.

  研究成果: Article › 同行評審

  • self organizing map 100%
  • wavelet 73%
  • transform 65%
  • periodicity 24%
  • water resources management 16%
  121 引文 斯高帕斯（Scopus）

• Constructing tree-based knowledge structures from text corpus

  Li, S. T. & Tsai, F. C., 2010 8月, 於: Applied Intelligence. 33, 1, p. 67-78 12 p.

  研究成果: Article › 同行評審

  • Macros 100%
  • Navigation 84%
  12 引文 斯高帕斯（Scopus）

• Deterministic vector long-term forecasting for fuzzy time series

  Li, S. T., Kuo, S. C., Cheng, Y. C. & Chen, C. C., 2010 7月 1, 於: Fuzzy Sets and Systems. 161, 13, p. 1852-1870 19 p.

  研究成果: Article › 同行評審

  • Fuzzy Time Series 100%
  • Forecasting 63%
  • Time series 47%
  • Time Series Forecasting 9%
  • Vector Quantization 9%
  50 引文 斯高帕斯（Scopus）
• 2009

  A dynamic taxonomy for managing knowledge assets

  Li, S. T. & Tsai, M. H., 2009 4月, 於: Technovation. 29, 4, p. 284-298 15 p.

  研究成果: Article › 同行評審

  • Knowledge Assets 100%
  • Taxonomies 87%
  • Taxonomy 81%
  • Asset management 16%
  • Knowledge management 15%
  27 引文 斯高帕斯（Scopus）

• An enhanced deterministic fuzzy time series forecasting model

  Li, S. T. & Cheng, Y. C., 2009 4月, 於: Cybernetics and Systems. 40, 3, p. 211-235 25 p.

  研究成果: Article › 同行評審

  • Time series 100%
  • Redundancy 27%
  • Fuzzy logic 14%
  • Costs 6%
  16 引文 斯高帕斯（Scopus）

• Concept-guided query expansion for knowledge management with semi-automatic knowledge capturing

  Li, S-T. & Tsai, F. C., 2009 6月 1, 於: Journal of Computer Information Systems. 49, 4, p. 53-65 13 p.

  研究成果: Article › 同行評審

  • Knowledge management 100%
  • knowledge management 89%
  • assets 75%
  • expert knowledge 53%
  • visualization 41%
  9 引文 斯高帕斯（Scopus）

• Exploiting and transferring presentational knowledge assets in R&D organizations

  Li, S. T. & Chang, W. C., 2009 1月, 於: Expert Systems With Applications. 36, 1, p. 766-777 12 p.

  研究成果: Article › 同行評審

  • Content based retrieval 100%
  • Search engines 72%
  • Ontology 60%
  • Navigation 54%
  26 引文 斯高帕斯（Scopus）

• Predicting financial activity with evolutionary fuzzy case-based reasoning

  Li, S. T. & Ho, H. F., 2009 1月, 於: Expert Systems With Applications. 36, 1, p. 411-422 12 p.

  研究成果: Article › 同行評審

  • Case based reasoning 100%
  • Genetic algorithms 59%
  • Linguistics 40%
  • Deterioration 38%
  • Feedback 26%
  72 引文 斯高帕斯（Scopus）
• 2008

  A FCM-based deterministic forecasting model for fuzzy time series

  Li, S. T., Cheng, Y. C. & Lin, S. Y., 2008 12月, 於: Computers and Mathematics with Applications. 56, 12, p. 3052-3063 12 p.

  研究成果: Article › 同行評審

  開啟存取

  • Fuzzy Time Series 100%
  • Fuzzy C-means 89%
  • Forecasting 63%
  • Time series 47%
  • Fuzzy C-means Clustering 23%
  114 引文 斯高帕斯（Scopus）

• A frame knowledge system for managing financial decision knowledge

  Shiue, W., Li, S. T. & Chen, K. J., 2008 10月, 於: Expert Systems With Applications. 35, 3, p. 1068-1079 12 p.

  研究成果: Article › 同行評審

  • Knowledge based systems 100%
  • Decision making 43%
  • Knowledge management 34%
  • Encapsulation 34%
  • Reusability 34%
  42 引文 斯高帕斯（Scopus）

• A generalized heuristic learning approach to project scheduling problems with resource constraints

  Shue, L. Y. & Li, S. T., 2008, 於: Journal of the Chinese Institute of Industrial Engineers. 25, 3, p. 204-214 11 p.

  研究成果: Article › 同行評審

  • Scheduling 100%
  • Heuristic algorithms 36%
  • Learning algorithms 30%
  • Availability 25%
  • Costs 13%
  2 引文 斯高帕斯（Scopus）

• Business intelligence approach to supporting strategy-making of ISP service management

  Li, S. T., Shue, L. Y. & Lee, S. F., 2008 10月, 於: Expert Systems With Applications. 35, 3, p. 739-754 16 p.

  研究成果: Article › 同行評審

  • Internet service providers 100%
  • Competitive intelligence 95%
  • Telecommunication industry 14%
  • Deregulation 13%
  • Self organizing maps 12%
  75 引文 斯高帕斯（Scopus）

• Design and evaluation of a layered thematic knowledge map system

  Li, S. T. & Chang, W. C., 2008 12月, 於: Journal of Computer Information Systems. 49, 2, p. 92-103 12 p.

  研究成果: Article › 同行評審

  • Navigation 100%
  • Remediation 83%
  • Self organizing maps 73%
  • evaluation 59%
  • Soils 51%
  8 引文 斯高帕斯（Scopus）

• Intelligent physician segmentation and management based on KDD approach

  Lin, C., Lin, C. M., Li, S. T. & Kuo, S. C., 2008 4月, 於: Expert Systems With Applications. 34, 3, p. 1963-1973 11 p.

  研究成果: Article › 同行評審

  • Data mining 100%
  • Health 88%
  • Health care 24%
  17 引文 斯高帕斯（Scopus）

• Knowledge discovery in financial investment for forecasting and trading strategy through wavelet-based SOM networks

  Li, S. T. & Kuo, S. C., 2008 2月, 於: Expert Systems With Applications. 34, 2, p. 935-951 17 p.

  研究成果: Article › 同行評審

  • Data mining 100%
  • Profitability 53%
  • Financial markets 36%
  • Self organizing maps 33%
  • Discrete wavelet transforms 32%
  61 引文 斯高帕斯（Scopus）
• 2007

  Deterministic fuzzy time series model for forecasting enrollments

  Li, S. T. & Cheng, Y. C., 2007 6月, 於: Computers and Mathematics with Applications. 53, 12, p. 1904-1920 17 p.

  研究成果: Article › 同行評審

  開啟存取

  • Fuzzy Time Series 100%
  • Fuzzy Model 71%
  • Forecasting 63%
  • Time Series Models 62%
  • Time series 47%
  88 引文 斯高帕斯（Scopus）

• Fostering knowledge management deployment in R&D workspaces: A five-stage approach

  Chang, W. C. & Li, S. T., 2007 11月, 於: R and D Management. 37, 5, p. 479-493 15 p.

  研究成果: Article › 同行評審

  • Knowledge Management 100%
  • Workspace 89%
  • Knowledge management 78%
  • R and D 49%
  • Management Activities 44%
  23 引文 斯高帕斯（Scopus）
• 2006

  A hidden Markov model-based forecasting model for fuzzy time series

  Li, S. T. & Cheng, Y. C., 2006 8月, 於: WSEAS Transactions on Systems. 5, 8, p. 1919-1924 6 p.

  研究成果: Article › 同行評審

  • Hidden Markov models 100%
  • Time series 85%
  • Linguistics 31%
  • Uncertainty 20%
  • Temperature 13%
  13 引文 斯高帕斯（Scopus）