Li, Sheng Tun Professor

Members

Faculty

Staff

Li, Sheng Tun Professor

Personal Profile

李昇暾Li, Sheng Tun

Job Title

Distinguished Professor

stli@mail.ncku.edu.tw
53126
61317

Personal Web

http://myweb.ncku.edu.tw/~stli/

Information

Business Intelligence、Big Data Analysis、Intelligent Decision Support Systems、Knowledge Engineering、Knowledge Management

學校名稱	國別	系所	學位	起迄年月
德州休士頓大學	美國	電腦科學	博士	7908 ~ 8405

服務機關	職稱	起迄年月
國立成功大學	教授	940801 ~ 迄今
國立成功大學	副教授	920801 ~ 940731
國立高雄第一科技大學	教授	910201 ~ 920801
國立高雄第一科技大學	副教授	850801 ~ 920201

Research

學年度	著作	著作人
2016	Li, Sheng Tun; Thuong Thi Pham; Chuang, Hui Chi; Wang, Zhi-Wei,2016,Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews,INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT; INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT,14(1),pp71-99 (SSCI)	李昇暾
2016	Li, S. T.; Pham, T. T.; Chuang, H. C.; Wang, C. W.,2016,Does Reliable Information Matter? Toward a Trustworthy Co-Creating Recommendation System by Mining Unboxing Reviews,INFORMATION SYSTEMS AND E-BUSINESS MANAGEMEN; INFORMATION SYSTEMS AND E-BUSINESS MANAGEMEN,14(1),pp71-99 (SSCI)	李昇暾
2016	Lin, Jerry Chun-Wei; Gan, Wensheng; Hong, Tzung-Pei; Chen, Hsin-Yi; Li, Sheng-Tun,2016,An efficient algorithm to maintain the discovered frequent sequences with record deletion,INTELLIGENT DATA ANALYSIS; INTELLIGENT DATA ANALYSIS,20(3),pp655-677 (SCI)	李昇暾
2015	Li, Sheng-Tun; Chen, Chih-Chuan,2015,A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining With Prior Knowledge,IEEE TRANSACTIONS ON FUZZY SYSTEMS; IEEE TRANSACTIONS ON FUZZY SYSTEMS,23(5),pp1713-1727 (SCI)	李昇暾
2015	Ho, Hei-Fong; Li, Sheng-Tun,2015,Using mutually validated memories of experts for case-based knowledge systems,KNOWLEDGE-BASED SYSTEMS; KNOWLEDGE-BASED SYSTEMS,86(102),pp102-115 (SCI)	李昇暾
2015	Kuo, Shu-Ching; Chen, Chih-Chuan; Li, Sheng-Tun,2015,Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting,INTERNATIONAL JOURNAL OF FUZZY SYSTEMS; INTERNATIONAL JOURNAL OF FUZZY SYSTEMS,17(3),pp444-456 (SCI)	李昇暾
2015	Lin, Jerry Chun-Wei; Lin, Jerry Chun-Wei; Gan, Wensheng; Chen, Hsin-Yi; Li, Sheng-Tun,2015,Incrementally updating the discovered sequential patterns based on pre-large concept,INTELLIGENT DATA ANALYSIS; INTELLIGENT DATA ANALYSIS,19(5),pp1071-1089 (SCI)	李昇暾
2014	Chen, CC; Li, ST,2014,Credit rating with a monotonicity-constrained support vector machine model,Expert Systems with Applications; Expert Systems with Applications,41(16),pp7235-7247 (SCI)	李昇暾
2014	*Li, S.-T.; Chou, W.-C.,2014,Power Planning in ICT Infrastructure: An Approach of Multi-criteria Operational Performance Evaluation,Omega;, (SSCI)	李昇暾
2013	Li, S.-T.*; Tsai, M.-H.,2013,A Fuzzy Conceptualization Model for Text Mining and its Application in Opinion Polarity Classification,Knowledge-Based Systems;,39, (SCI)	李昇暾
2012	Li, S.-T.*; Tsai, M.-H.; Lin, C.,2012,An examination of knowledge asset dynamics for competitive advantage in a manufacturing R&D department,Asia Pacific Management Review;,17,4,pp343-360 (TSSCI)	李昇暾
2012	Tsai, W.-H.; Tsai, M.-H.; Li, S.-T.*; Lin, C,2012,Harmonizing Firms’ Knowledge and Strategies with Organizational capabilities,The Journal of Computer Information Systems;,52,pp23-32 (SCI)	李昇暾
2012	Cheng, Y.-C.; Li, S.-T.,2012,Fuzzy Time Series Forecasting with a Probabilistic Smoothing Hidden Markov Model,IEEE Transactions on Fuzzy Systems;,20,2,pp291-304 (SCI)	李昇暾
2011	Li, S.T.; Kuo, S.C.; Cheng, Y.C.; Chen, C.C.,2011,A vector forecasting model for fuzzy time series,APPLIED SOFT COMPUTING;,11,3,pp3125-3134 (SCI)	李昇暾
2011	Li, S.-T.*; Kuo, S.-C.; Cheng, Y.-C.; Chen, C.-C.,2011,A Vector Forecasting Model for Fuzzy Time Series,Applied Soft Computing;, (SCI)	李昇暾
2011	Li, S.-T.*; Chen, C.C.; Huang, F.,2011,Conceptual-driven classification for coding advise in health insurance reimbursement,Artificial Intelligence in Medicine;,51,1,pp27-41 (SCI)	李昇暾
2010	Li, S.-T.*; Cheng, Y.-C.,2010,A Stochastic HMM-Based Forecasting Model for Fuzzy Time Series,IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS;,40,5,pp1255-1266 (SCI)	李昇暾
2010	Li, S.-T.*; Kuo, S.-C.; Tsai, F.-C.,2010,An intelligent decision-support model using FSOM and rule extraction for crime prevention,Expert Systems with Applications;,37,10,pp7108-7119 (SCI)	李昇暾
2010	Li, S.-T.*; Tsai, F.-C,2010,Constructing tree-based knowledge structures from text corpus,Applied Intelligence;,33,1,pp67-78 (SCI)	李昇暾
2010	Li, S. T.; Kuo,S. C.; Cheng, C. Y.; Chen, C. C.,2010,Deterministic vector Long-Term forecasting for fuzzy time series.,Fuzzy Sets and Systems.;,161,13,pp1852-1870 (SCI)	李昇暾
2010	Hsu, KC; Li, ST,2010,Clustering spatial-temporal precipitation data using wavelet transform and self-organizing map neural network,ADVANCES IN WATER RESOURCES;,33,2,pp190-200 (SCI)	李昇暾
2010	Li, S. T.; Tsai, M. H.,; Lin, C.H.,2010,Building a taxonomy of a firm's knowledge assets: A perspective of durability and profitability,JOURNAL OF INFORMATION SCIENCE;,36,1,pp36-56 (SCI)	李昇暾
2010	*Hsu, K.-C.; Li, S.-T.,2010,Clustering Spatial-Temporal Precipitation Data Using Wavelet Transform and Self-Organizing Map Neural Network,Advances in Water Resources;, (SCI)	李昇暾
2010	Li, S.-T.*,2010,Building a taxonomy of a firm’s knowledge assets: A perspective of durability and profitability,Journal of Information Science ;,36,1, (SCI)	李昇暾
2010	Li, S.-T.*; Kuo, S.-C.; Cheng, C.-Y.; Chen, C.-C.,2010,Deterministic Vector Long-term Forecasting for Fuzzy Time Series,Fuzzy Sets and Systems;,161,13,pp1852-1870 (SCI)	李昇暾
2010	*Li, S.-T.; Tsai, M.-H.; C.-H. Lin.,2010,Building a Taxonomy of a Firm’s Knowledge Assets: a Perspective of Durability and Profitability,Journal of Information Science;,36,1,pp36-56 (SSCI)	李昇暾
2009	*Li, S. T.; Cheng, Y. C.,2009,AN ENHANCED DETERMINISTIC FUZZY TIME SERIES FORECASTING MODEL,CYBERNETICS AND SYSTEMS;,3,40,pp211-235 (SCI)	李昇暾
2009	*Li S.-T; Tsai, F.-C.,2009,CONCEPT-GUIDED QUERY EXPANSION FOR KNOWLEDGE MANAGEMENT WITH SEMI-AUTOMATIC KNOWLEDGE,JOURNAL OF COMPUTER INFORMATION SYSTEMS;,4,49,pp53-65 (SCI)	李昇暾
2009	*Li, S. T.; Tsai, M. H.,2009,A dynamic taxonomy for managing knowledge assets,TECHNOVATION;,4,29,pp284-298 (SCI)	李昇暾
2009	Li, S.-T.*; Tsai, M.-H.,2009,A Dynamic Taxonomy for Managing Knowledge Assets,Technovation: The International Journal of Technological Innovation, Entrepreneurship and Technology Management;,29,4,pp284-298 (SCI)	李昇暾
2009	Li, S.-T.*; Cheng, Y.-C.,2009,An Enhanced Deterministic Fuzzy Time Series Forecasting Model,Cybernetics and Systems: An International Journal;,40,3, (SCI)	李昇暾
2009	*Li S.-T.; Ho, H.-F.,2009,Predicting financial activity with evolutionary fuzzy case-based reasoning,EXPERT SYSTEMS WITH APPLICATIONS;,1,36,pp411-422 (SCI)	李昇暾
2009	*Li, S. T.; Chang, W. C.,2009,Exploiting and transferring presentational knowledge assets in R&D organizations,EXPERT SYSTEMS WITH APPLICATIONS;,2,36,pp766-777 (SCI)	李昇暾
2009	Li, S.-T.*; Chang, W.-C.,2009,Exploiting and Transferring Presentational Knowledge Assets in R&D Organizations,Expert Systems with Applications;,36,1,pp766-777 (SCI)	李昇暾
2009	Li, S.-T.*; Ho, H.-F.,2009,Predicting Financial Activity with Evolutionary Fuzzy Case-based Reasoning,Expert Systems with Applications;,36,1,pp411-422 (SCI)	李昇暾
2008	Li, S. T.; Cheng, Y. C.; Lin, S. Y.,2008,A FCM-based deterministic forecasting model for fuzzy time series,Computers & Mathematics with Applications;,56,12,pp3052-3063 (SCI)	李昇暾
2008	Li, S.-T.*; Cheng, Y. C.,2008,A FCM-Based Deterministic Forecasting Model for Fuzzy Time Series,Computers and Mathematics with Applications;,56,12,pp3052-3063 (SCI)	李昇暾
2008	Li, S.-T.*; Chang, W.-C.,2008,Design and Evaluation of a Layered Thematic Knowledge Map System,The Journal of Computer Information Systems;,49,2,pp92-103 (SCI)	李昇暾
2008	*Li, S.-T.; Shue, L.-Y.; Lee, S.-F.,2008,Business Intelligence Approach to Supporting Strategy-making of ISP Service Management.,Expert Systems with Applications;,35,3,pp739-754 (SCI)	李昇暾
2008	*Shiue, W.; Li, S.-T.; Chen, K.-J.,2008,A Frame Knowledge System for Managing Financial Decision Knowledge,Expert Systems with Applications;,35,3,pp1068-1079 (SCI)	李昇暾
2008	Li, S.-T.*; Tsai, F.-C,2008,Concept-guided query expansion for knowledge management with semi-automatic knowledge capturing,The Journal of Computer Information Systems;,4,pp53-65 (SCI)	李昇暾
2008	*Lin, C.; Lin, C. M.; Li, S.-T.; Kuo, S.C.,2008,Intelligent physician segmentation and management based on KDD approach,EXPERT SYSTEMS WITH APPLICATIONS;,34,3,pp1963-1973 (SCI)	李昇暾
2008	*Li, S.-T.; Kuo, S.-C.,2008,Knowledge Discovery in Financial Investment for Forecasting and Trading Strategy through Wavelet-based SOM Networks,Expert Systems with Applications;,34,2,pp935-951 (SCI)	李昇暾
2008	Li, S. T.; Chang, W. C.,2008,DESIGN AND EVALUATION OF A LAYERED THEMATIC KNOWLEDGE MAP SYSTEM,JOURNAL OF COMPUTER INFORMATION SYSTEMS;,49,2,pp92-103 (SCI)	李昇暾
2008	*Shue, L.-Y.; Li, S.-T.,2008,A Generalized Heuristic Learning Approach to Project Scheduling Problems with Resource Constraints,Journal of the Chinese Institute of Industrial Engineers;,25,2, (TSSCI)	李昇暾
2007	Li, S.-T.*; Lin, S.-Y.; Cheng, Y.-C.,2007,A novel two-factor forecasting model for fuzzy time series,Proceedings in Applied Mathematics and Mechanics (PAMM);,7,1,pp2010019-2010020 (SCI)	李昇暾
2007	*Chang, W.-C.; Li, S.-T.,2007,Fostering knowledge management deployment in R&D workspaces: a five-stage approach,R&D Management;,5,37,pp479-493 (SSCI)	李昇暾
2007	*S. T Li; Y. C Cheng,2007,Deterministic fuzzy time series model for forecasting enrollments,Computers and Mathematics with Applications;,53,12,pp1904-1920 (SCI)	李昇暾
2007	*S.D Lee; W.T Chang,2007,On solving the discrete location problems when the facilities are prone to failure,Applied Mathematical Modeling;,31,5,pp817-831 (SCI)	李昇暾
2007	Tsai, W.-H.; Tsai, M.-H.; Li, S.-T.*; Lin, C.,Knowledge discovery in financial investment for forecasting and trading strategy through wavelet-based SOM networks,Expert Systems with Applications;, (SCI)	李昇暾
2006	*Li S.-T.; Cheng Y. C.,2006,A Hidden Markov Model-based Forecasting Model for Fuzzy Time,WSEAS Transactions on Systems;,5,5,pp1919-1924 (EI)	李昇暾
2006	*Li S.-T.; Shiue W.; Huang M. H.,2006,The Evaluation of Consumer Loans using Support Vector Machines,Expert Systems with Application;,30,4,pp772-782 (SCI)	李昇暾
2006	*Li S.-T.; Shue L.-Y.; Lee S.-F.,2006,Enabling Customer Relationship Management in ISP Services Through Mining Usage Patterns,Expert Systems with Applications;,30,4,pp621-632 (SCI)	李昇暾
2005	*Li S.-T. ; Hsu M.-L.; Huang M. H.,2005, Knowledge Discovery with Support Vector Machines in Investment Strategy Analysis ,International Journal of Operations and Quantitative Management,11,4,pp325-326 (期刊論文)	李昇暾
2005	Li S.-T. ; Shue L.-Y.; Hsieh H.-C.,2005,The Development of a PDA-Based Communication Architecture for Surveillance Services,International Journal of Internet Protocol Technology;,1,1,pp3-10 (期刊論文)	李昇暾
2005	*Li S.-T.; C.-H. Lin; Yu P.-T.,2005, On the Design of SCORM-compliant SMIL-enabled Multimedia Streaming E-Learning System ,International Journal of Distance Education Technologies;,3,3,pp48-64 (EI)	李昇暾
2005	*Chen I.-R.; Li S.-T.; Yen I-Ling .,2005,Adaptive QoS control based on benefit optimization for video servers providing differentiated services,Journal of Multimedia Tools and Applications;,25,2,pp167-185 (SCI)	李昇暾
2005	*陳世哲;李昇暾;林修葳;洪世章;張錦特;葉仕國;盧瑞芬;謝依靜;曹瓊文;吳淑鈴,2005,國內管理學專業期刊評比排序之研究,中山管理評論;,13,1,pp15-48 (TSSCI)	李昇暾
2005	*葉仙帶;劉登進;李昇暾,2005, 石油污染場址整治技術篩選模糊專家系統之研究 ,石油季刊,41,1,pp225-239 (中華民國期刊論文)	李昇暾
2005	Li, S.-T.*; Hsu, M.-L.; Huang, M. H.,2005,Stock Investment Strategy Analysis using Support Vector Machines,International Journal of Operations and Quantitative Management;,11,4,pp325-336 (期刊論文)	李昇暾
2004	*Li. S.-T.; I.-R. Chen; Hsieh, H.-C.; Huang, I-Lin,2004,The Development of Web-based KTV Services over Campus broadband networks,Journal of Internet Technology;,5,4,pp213-219 (EI)	李昇暾
2004	*Li S.-T.; Shue L.-Y.,2004,Data Mining to Aid Policy Making in Air Pollution Management,Expert Systems with Applications;,27,3,pp331-340 (SCI)	李昇暾
2003	*Li S.-T.; Hsieh H.-C.,2003,Managing Operation Knowledge for the Metal Industry,Journal of Universal Computer Science;,9,6,pp472-480 (SCI)	李昇暾
2003	Shih T. K.; Antoni G. D.; Arndt T.; Asirvatham A.; Chang C.-T.; Chee Y. S.; Dow C.-R.; Hung J. C.; Jin Q.; Jung I.; Leong H. V.; Li S.-T.,2003,A Survey of Distance Education Challenges and Technologies,International Journal of Distance Education Technologies;,1,1,pp1-21 (期刊論文)	李昇暾
2003	*Chen S.-C.; Li, S.-T.; Shyu, M.-L.,2003,Model-Based System Development for Asynchronous Distance Learning,International Journal of Distance Education Technologies;,1,4,pp39-54 (EI)	李昇暾
2003	*Li S.-T. ; Hsieh H.-C.,2003, Managing Operation Knowledge for the Metal In-dustry ,Journal of Universal Computer Science,9,6,pp472-480 (期刊論文)	李昇暾
2003	*Ting C.-K.; Li S.-T.; Lee; C.,2003,On the Harmonious Mating Strategy through Tabu Search,Information Sciences: An International Journal;,156,3-4,pp189-214 (SCI)	李昇暾
2003	Li, S.-T.*; Shue, L.-Y.,2003,A Study of Logistics Infomediary in Air Cargo Tracking,Industrial Management and Data Systems;,103,1,pp5-13 (SCI)	李昇暾
2002	Li, S.-T.*; Shue, L.-Y.; Lin, P.-C.,2002,A Genetic-based Heuristic Approach toward Maintenance Scheduling of Oil Tanks,Sun Yat-sen Management Review;,pp135-157 (TSSCI)	李昇暾
2002	*Li S.-T. ; Shue L.-Y.; Lin P.-C.,2002, A Genetic-Based Heuristic Approach toward Maintenance Scheduling of Oil Tanks ,Sun Yat-sen Management Review,10,pp135-157 (TSSCI)	李昇暾
2002	*Li S.-T. ; Shue L.-Y.; Chen S.-C.; Shyu M.-L.; Li S.-T.,2002, A Novel Hierarchical Ap-proach to Image Retrieval Using Color and Spatial Information ,Advances in Multi-media Information Processing,pp175-182 (SCI)	李昇暾
2002	Li S.-T.,2002, A Web-Aware Interoperable Data Mining System ,Expert Systems with Applications,22,pp135-146 (SCI)	李昇暾
2002	*薛兆亨;李昇暾,2002,個別財報專家決策知識模式之研究,資管學報;,8,2,pp135-151 (TSSCI)	李昇暾
2002	*Li, X.; Chen, S.-C.; Shyu, M.-L.; Li, S.-T.,2002,A novel hierarchical approach to image retrieval using color and spatial information,Advances in Multimedia Information Processing-PCM2002;,2532,pp175-182 (SCI)	李昇暾
2002	Li, S.-T.*,A Web-aware Interoperable Data Mining System,Expert Systems with Applications;,22,pp135-146 (SCI)	李昇暾
2001	*Li S.-T.,2001,Leveraging a Web-aware SOM Tool for Clustering and Visualization,Web Intelligence: Research and Development, Lecture Notes in Artificial Intelli-gence Series (LNCS/LNAI);,pp579-583 (TSSCI)	李昇暾
2001	*Li S.-T.; Lin J.-J.; Chou W.-R.; Kuo P.-I.; Hsieh H.-C.,2001, Multimedia Content Services in Campus Broadband Networks ,Journal of Internet Technology;,2,1,pp91-98 (EI)	李昇暾
2001	*Li S.-T.,2001, A Platform-Neutral Live IP/TV Presentation System ,Information Sciences;,140,1-2,pp33-52 (SCI)	李昇暾
2001	*Li S.-T.; Chen S.-C.; Shyu M.-L.,2001,A Snapshot Browsing Model for a Web-based Surveillance System,Journal of Applied Systems Studies;,2,3, (期刊論文)	李昇暾
2000	*Li S.-T.,2000, On the Internet-mediated TV-like Distance Learning Services ,In-ternational Journal of Computer Processing of Oriental Languages;,13,3,pp235-249 (期刊論文)	李昇暾
2000	Li, S.-T.*; Shue, L.-Y.; Shiue, W.,2000,A Scheme for Developing a Short-Term Liquidity Decision Model,Issues in Information Systems (IIS);,pp257-262 (期刊論文)	李昇暾
2000	周斯畏; 李昇暾,2000,跨國性網路傳輸的應用與管理,技術學刊;,15,1,pp71-78 (中華民國期刊論文)	李昇暾
2000	Li, S.-T.*.; Shue, L.-Y.; Shiue, W.,The Development of a Decision Model for Liquidity Analysis,Expert Systems with Applications;,19,4, (SCI)	李昇暾
1999	*薛兆亨; 李昇暾,1999,以機率型類神經網路建立財報分析專家之決策模式－以短期償債能力分析為例,; 東吳經濟商學學報,26,pp87-107 (中華民國期刊論文)	李昇暾
1999	Li, S.-T.*; Chen, W.-S.,1999,A Java-centric Distributed Objects-based Paradigm for Surveillance Services and Visual Message Exchange,Journal of Visual Languages and Computing;,10,pp625-639 (SCI)	李昇暾
1999	*Li, S.-T,1999,On the Multiscale Analysis of Spatio-temporal Data Mining,; 中華管理評論,2,4,pp1-10 (中華民國期刊論文)	李昇暾
1998	*李昇暾; 陳文生,1998,以Java-enabled主從式計算模式為機制之電腦教室即時管理資訊系統,; 中華管理評論,2,2,pp91-99 (中華民國期刊論文)	李昇暾
1998	*李昇暾; 薛兆亨,1998,以機率型類神經網路建立財管專家之決策模式,; 中華管理評論,2,1,pp1-9 (中華民國期刊論文)	李昇暾
1987	*Li, S.-T.,1987,The Development of the CAI Authoring Systems,Computer Journal;, (中華民國期刊論文)	李昇暾

學年度	著作	著作人
2013	Kuo, S. C.; Wang, H. J.; Li, S. T.; Huang, S.L.,2013,A Novel Two-Variable Forecasting Model For Fuzzy Time Series,International Conference on Business and Information (BAI2013);,Bali, Indonesia,	李昇暾
2013	Chen, C. C.; Cheng, Y. C.; Chuang, H.C.; Li, S. T.,2013,Constructing a Credit Scoring Model Using Data Mining,International Conference on Business and Information (BAI2013);,Bali, Indonesia,	李昇暾
2013	Cheng, Y. C.; Li, S. T.; Chen, P. C.; Lu, C. I.; Lin, W. F.,2013,A Novel Forecasting Model for Fuzzy Time Series,International Conference on Business and Information (BAI2013);,Bali, Indonesia,	李昇暾
2013	Chen, C. C.; Kuo, S. C.; Chuang, H. C.; Li, S. T.,2013,The Development of a Novel Fuzzy-Relation Based Predictive Model for Outpatient Visits in Health Care,International Conference on Medical Innovation and Computing Service (2013 MICS);,Tainan, Taiwan,	李昇暾
2013	Lin, T. J.; Liang, Y. C.; Chen, C. C.; Li, S. T.,2013,A Hybrid Approach to Sentiment Analysis,International Conference on Internet Studies (NETs 2013);,Hong Kong,	李昇暾
2013	Chen, H. L.; Chuang, H. C.; Li, S. T.,2013,Modeling Medical Predictive Relations Using Fuzzy Cognitive Maps,International Conference on Internet Studies (NETs 2013);,Hong Kong,	李昇暾
2012	*Chen, C.-C.; Kuo, S.-C.; Chien, C. T.; Cheng, Y.-C.; Li, S.-T.,2012,A Case-Based Refinement of Conceptual Knowledge,International Conference on Innovation and Management;,	李昇暾
2012	*Kuo, S.-C.; Chien, C. T.; Cheng, Y.-C.; Li, S.-T.,2012,A Hybrid Fuzzy Matrix Modeling for Fuzzy Time Series Forecasting,International Conference on Innovation and Management;,	李昇暾
2012	*Li, S.-T.; Pham, T. T.; Wu, P.-C.,2012,Fuzzy Conceptual Analysis on Mining Product Comments,The 2012 International Conference on Business and Information;,	李昇暾
2011	Kuo, S.C.;Wang, H.J.;Wei, H.Y.;Cheng, C.C.;Li, S.T.,2011,Applying MDL in PSO for Learning Bayesian Networks,The 2011 IEEE International Conference on Fuzzy Systems;,	李昇暾
2011	*Li, S. T.; Tsai, F. C.,2011,Noise Control in Document Classification Based On Fuzzy Formal Concept Analysis,The 2011 IEEE International Conference on Fuzzy Systems;,	李昇暾
2011	*Kuo, S.C.; Wang, H.J.; Chen, C.C.; Huang, R.L.; Li, S.T.,2011,Financial time series forecasting using the approach of fuzzy time series,21st International conference on the Pacific Rim Management;,	李昇暾
2011	Chen, C.C.;Kuo, S.C.;Kuo, M.C.;Li, S.T.,2011,Text mining with fuzzy conceptual clustering and probabilistic topic modeling,21st International conference on the Pacific Rim Management,	李昇暾
2011	郭淑靜,王宏仁,曾麗文;李昇暾,2011,應用貝氏分類法於醫療資料集之研究,2011數位生活科技研討會,	李昇暾
2011	郭淑靜;李昇暾,2011,基於模糊語意樣式之長期時間序列預測法,第十三屆全國資訊管理博士生學術交流研討會,	李昇暾
2011	Chou;W.-C. ;Li;S.-T.,2011,Realizing the Strategic Plan of a Top-tier University in Taiwan - A Multi-criteria Evaluation and Alignment,8th International Joint Conference on e-Business and Telecommunications,	李昇暾
2011	Cheng, Y. C., Li;S.-T., Li;H. Y., Chen;P. C.,2011,Novel Forecasting Model Based on Similarity Measure for Fuzzy Time Series,Proceedings of Business and Information,	李昇暾
2011	Chou, W. C., Li;S.-T., Cheng;Y. C.,2011,Strategic Map Construction in High Education Using Balanced Scorecard,Proceedings of Business and Information,	李昇暾
2010	Chen, C.-C.;Cheng, Y.-C.;Li, S.-T.;Tao, K.-C.,2010,Constructing a Monotonicity Constrained Support Vector Machines Model,The 21th International Conference on Information Management,	李昇暾
2010	Chen, C.-C.;Kuo, S.-C.;Li, S.-T.,2010,A Study of data mining with monotonicity constraints,International Conference on Business and Information,	李昇暾
2010	Kuo, S.C.;Chen, C.C.;Li, S.T.;Chuang, C.L.,2010,Applying Tabu-Genetic Algroithm to Scheduling Problems in Fastener Industry,International Conference on Business and Information,	李昇暾
2010	郭淑靜,陳志全,鄭亦君;李昇暾,2010,模糊樣式長期時間序列預測法之研究,第二十一屆國際資訊管理學術研討會,	李昇暾
2010	周緯千;李昇暾,2010,The Research of Academic Performance Management for Top-Tier Universities,第二十一屆國際資訊管理學術研討會,	李昇暾
2009	Tsai, M.-H.; Li, S.-T.; Chou, S.,2009,Managing knowledge assets based on durability and profitability,The 20th International Conference on Information Management,;,台北,	李昇暾
2009	Chen, C. C.; Cheng, Y.-C.; Li, S.T.; Tsai, L.-Y.,2009,A Fuzzy Match-based Forecasting Model for Fuzzy Time Series.,The 20th International Conference on Information Management.;,	李昇暾
2009	Chen, C.-C.; Cheng, Y.-C.; Hsu, C.-C.; Li, S.-T.,2009,Knowledge Discovery on In Vitro Fertilization Clinical Data Using Particle Swarm Optimization,9th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2009).;,	李昇暾
2009	Chen, C.-C.; Hsu, C.-C.; Cheng, Y.-C.; Li, S.-T.; Chan, Y.-F.,2009,Comprehensible Knowledge Discovery Using Particle Swarm Optimization with Monotonicity Constraints.,The Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2009.;,	李昇暾
2009	Tsai, F.-C.; Cheng, Y.-C.; Li, S.-T.; Chen, C.-Y.,2009,Heuristic-Based Approach for Constructing Hierarchical Knowledge Structures,The Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2009.;,	李昇暾
2009	Cheng, Y.-C.; Chen, C.-C.; Li, S.-T.,2009,A smoothing hmm-based forecasting model for fuzzy time series,International Conference on Business and Information.;,	李昇暾
2009	郭淑靜,莊政霖,許正忠;李昇暾,2009,塔布基因演算法於扣件產業生產排程之應用,第二十屆國際資訊管理學術研討會,	李昇暾
2009	Li;S.-T. ;Chou;W. C.,2009,Capturing decision knowledge of experts using fuzzy MCDM for telecommunication room power operation,Fourth International KMO Conference,	李昇暾
2009	Chao-Chin Hsu;Sheng Tun Li;Chih-Chuan Chen,2009,A Particle Swarm Optimization Model to Mine In Vitro Fertilization Clinical Data with Monotonicity Constraints,The 7th Conference of The Pacific Rim Society for Fertility and Sterility,	李昇暾
2009	Cheng, Y.-C.;Chen, C.-C.;P. C. Chen, Li;S.-T.,2009,A fuzzy similarity measure for fuzzy time series,International Conference on Business and Information,	李昇暾
2008	*Li, S.-T.; Huang, F.; Lin, M. H.,2008,A concept-driven decision support system for DRG-based health insurance payment,Southwest Decision Sciences Institute Thirty-Ninth Annual Conference;,	李昇暾
2008	*Li, S.-T.; Ho, H.-F.,2008,Predicting Financial Activity with Evolutionary Fuzzy Case-based Reasoning.,;,	李昇暾
2008	許正忠; 蔡明宏; 李昇暾; 洪子哲,2008,TFT-LCD面板製造廠CIM客服中心知識庫系統之研究,第十九屆國際資訊管理學術研討會;,暨南國際大學,	李昇暾
2008	Chen, C.-C.; Cheng, Y.-C.; Li, S.-T.,2008,Support Vector Machine with a Total Least Squares Approach.,PAKDD 2008 Workshop on Data Mining for Decision Making and Risk Management (DMDRM08).;,	李昇暾
2008	Kuo, S.-C.; Cheng, Y.-C.; Li, S.-T.; Chien, S.-M.,2008,A Vector Forecasting Model for Fuzzy Time Series,Proceedings of Business And Information (BAI2008);,Seoul, S. Korea,	李昇暾
2008	Cheng, Y.-C.; Li, S.-T.; Chen, C.-C.,2008,The Assessment of Experts' Knowledge Quality on Repertory Grids,Proceedings of Business And Information (BAI2008);,	李昇暾
2008	Hong, T.-P.; Chen, H.-Y.; Lin, C.-W.; Li, S.-T.,2008,Incrementally fast updated sequential pattern trees.,2008 International Conference on Machine Learning and Cybernetics;,	李昇暾
2008	許正忠; 李昇暾; 李政聰,2008,混合型啟發式學習法於光電產業測試機臺排程之研究,第十四屆資訊管理暨實務研討會;,台北,	李昇暾
2007	*李昇暾; 陳冠儒; 薛兆亨; 許蒞彥,2007,基於框架式與本體論知識表達法之財報分析決策支援系統,第18屆國際資訊管理學術研討會;,台灣台北,	李昇暾
2007	*Hsu, C.-C.; Li, S.-T.; Chen, C.-C.; Yang, T.-Y.,2007,An Enhanced ACO Algorithm for Multi-objective Maintenance Scheduling of Oil Tanks, The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing,;,	李昇暾
2007	*Li, S.-T.; Ho, H.-F.,2007,Fuzzy Rating Framework for Knowledge Management,The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing;,	李昇暾
2007	*Lin, C.; Lin, C.-M.; Li, S.-T.; Ju, T. L.,2007,The Development of Dentist Practice Profiles and Management: The Knowledge Discovery Approach,38th Annual Meeting Decision Sciences Institute;,	李昇暾
2007	*Li, S.-T.; Tsai, F.-C.; Huang, H.-W.,2007,International Conference on Business and Information,Knowledge Management System with Semi-Automatically Knowledge Capturing.;,	李昇暾
2007	*Li, S.-T.; Cheng, Y.-C.; Lin, S.-Y.; Kuo, S.-C.,2007,International Conference on Business and Information,Deterministic Two-Factor High Order Fuzzy Time Series Forecasting Model;,	李昇暾
2007	*Pan, J.-J.; Liu, D.; Li, S.-T.,2007,Analysis of Adverse Events in Clinical Trials Using Data Mining,28th Annual Meeting of the Society for Clinical Trials Full Conference, Montreal;,	李昇暾
2007	*Li, S.-T.; Cheng, Y. C.,2007,Deterministic fuzzy time series model for forecasting enrollments.,;,	李昇暾
2007	Li, S.-T.;Chen, C.-C.;Li, J. W.,2007,A Multi-Objective Particle Swarm Optimization Algorithm for Rule Discovery,The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing,	李昇暾
2007	Li, S.-T.;Lin, S.-Y.;Cheng, Y.-C.,2007,A novel two-factor forecasting model for fuzzy time series,6th International Congress on Industrial and Applied Mathematics,	李昇暾
2007	Li, S.-T.;Tsai, F.-C.;Huang, H.-W.,2007,Knowledge Management System with Semi-Automatically Knowledge Capturing,International Conference on Business and Information,	李昇暾
2007	Li, S.-T.;Cheng, Y.-C.;Lin, S.-Y.;Kuo, S.-C.,2007,Deterministic Two-Factor High Order Fuzzy Time Series Forecasting Model,International Conference on Business and Information,	李昇暾
2006	*Li S.-T. ; Lin C.-H.; Tsai M.-H.,2006, A Dynamic Taxonomy of Knowledge Assets: The Linkage of Knowledge Management with Strategy ,Bangkok, Thailand,	李昇暾
2006	*Li S.-T. ; Ho H.-F.,2006, A Hybrid Intelligent Decision Model for Evaluating Financial Performance ,Bangkok, Thailand,	李昇暾
2006	*Li S.-T. ; Shue L.-Y.; Tsai F.-C.; Kuo S.-C. ; Cheng Y.-C.,2006, Crime Trend Rule Discovery from time series using Fuzzy SOM Networks ,Kaohsiung City, Taiwan,	李昇暾
2006	*Li S.-T. ; Ho H.-F.; Cheng Y.-C.,2006, Evolutionary Fuzzy Case-Based Reasoning for Financial Performance Ranking ,Kaohsiung City, Taiwan.,	李昇暾
2006	*Hsu K.; Li S.-T.; Huang K.,2006, Application of data mining to identify spatial and temporal characteristics of precipitation data ,Beijing, China,	李昇暾
2006	2006, A Hidden Markov Model-based Forecasting Model for Fuzzy Time Series ,Athens, Greece,	李昇暾
2006	*Li S.-T. ; Shue L.-Y.; Lee S.-F.,2006, Knowledge discovery for developing service strategy – a case study with ISP industry ,Maribor, Slovenia,	李昇暾
2006	*李昇暾;蔡明宏,2006, 一個文件式知識資產的評估模式 ,Kaohsiung, Taiwan,	李昇暾
2005	*莊淑琳;李昇暾;張萬權,2005, 研發導向型組織導入知識管理策略與實務之研究 ,Taipei,Taiwan,	李昇暾
2005	*Li S.-T. ; Chang W.-C.,2005, Tuning Up Knowledge Discovery and Transfer: Ontology-Enhanced Knowledge Map for Metal R&D ,Tainan, Taiwan,	李昇暾
2005	*Tsai F.-C.; Kuo S.-C.; Li S.-T.,2005, Crime Trend Discovery using Fuzzy SOM Networks ,Tainan, Taiwan,	李昇暾
2005	*Lee; S.-F.; Shue; Li-Yen; Li; S.-T.,2005, Knowledge Discovery of ISP Customer Values ,Tainan, Taiwan,	李昇暾
2005	*陳業鵬;李昇暾,2005,模糊約,;,Kaohsiung, Taipei,	李昇暾
2005	*Li S.-T. ; Shue L.-Y.; Lee S.-F.,2005, Mining Usage Patterns for ISP Services ,San Diego, U.S.A,	李昇暾
2005	*Li S.-T. ; Cheng Y. C.,2005, A Deterministic Forecasting Model for Fuzzy Time Series ,Calgary, Alberta, Canada,	李昇暾
2005	*Li S.-T. ; Kuo S.-C.,2005, Discovering Financial Investment Strategy through Wavelet-based SOM Networks ,Taipei, Taiwan,	李昇暾
2005	*Chang W.-C.; Li S.-T.,2005, A Study of Exploiting and Transferring Presentational Knowledge Assets ,Taipei, Taiwan,	李昇暾
2005	*Li S.-T. ; Lin C.-H.,2005, On the Distributed Management of SCORM-compliant Course Contents ,Tamkang University, Taiwan.,	李昇暾
2004	*Chang W.-C.; Li S.-T.; Li S.-T.,2004, A Case Study of Adopting Knowledge Management Systems for Research-Oriented Organizations: MIRDC\'s Experience ,	李昇暾
2004	*Kuo S.-C.; Li; S.-T.; Cheng; Y.-C.; Ho M.-H.,2004, Knowledge Discovery with SOM Networks in Financial Investment Strategy ,Kitakyushu, Japan,	李昇暾
2004	*Li S.-T. ; Shue L.-Y.; Y.-P. Chen,2004, Natural Partitioning-based Forecasting Model for Fuzzy Time-Series ,Budapest, Hungary,	李昇暾
2003	*Li S.-T. ; Hsieh H.-C. ; Sun I-W.,2003, An Ontology-based Knowledge Management System for the Metal Industry ,Budapest, HUNGARY,	李昇暾
2003	*Li S.-T. ; Lin C.-H.,2003, On the Design of EJB Component-based SCORM-compliant Learning Management System ,	李昇暾

學年度	專書類別	出版日期	專書名稱	著作人
2012	(專書)	2012/02/00	李昇暾; 詹智安,Android雲端實務程式設計,碁峰資訊,9789862764374,2012/02	李昇暾
2011	(專書)	2011/08/00	李昇暾,決策支援與企業智慧系統,華泰文化,9789576098475,2011/08	李昇暾
2004	(專書)	2004/00/00	*李昇暾, Java Web Services實務程式設計 ,旗標公司,2004/00	李昇暾
2004	(專書)	2004/00/00	*李昇暾, Java實務程式設計 ,旗標公司,2004/00	李昇暾

年度	計畫名稱	參與人	計畫時間
2018	具先前領域知識大型支援向量機之研究		2018/08/01 ~ 2019/07/31
2017	具先前領域知識大型支援向量機之研究		2017/08/01 ~ 2018/07/31
2016	具先前領域知識大型支援向量機之研究		2016/08/01 ~ 2017/07/31
2016	TOPSIS群體決策環境下整合策略之研究		2016/08/01 ~ 2017/07/31
2015	具領域先前知識一般化支撐向量學習器之研究：以單調限制式SVR、模糊SVM與ε-SVM為例		2015/08/01 ~ 2016/07/31
2015	以線上產品評論探勘法建構高涉入性3C產品特徵價格分析模型之研究		2015/08/01 ~ 2016/07/31
2014	模糊認知圖因果關係收斂性與封閉性之分析與應用		2014/08/01 ~ 2015/07/31
2013	銷售推論式情?分析模型於顧客評論極化之研究		2013/08/01 ~ 2014/07/31
2013	具領域先前知識一般化支撐向量學習器之研究：以單調限制式SVR、模糊SVM與ε-SVM為例		2013/08/01 ~ 2014/07/31
2013	基於文本OLAP機制之旅遊網雲端情境式導覽系統 Cloud-based Contextual Navigation for Tourism Websites through Textual OLAP		2013/07/01 ~ 2014/02/28
2011	抗雜訊與具單調限制性支援向量機之研究		2011/08/01 ~ 2012/07/31
2011	校務行政客訴文件倉儲系統之研究		2011/07/01 ~ 2012/02/29
2010	建構PDF知識文件管理雲端服務之研究		2010/07/01 ~ 2011/02/28
2009	基於文件集之樹狀概念地圖自動建構法		2009/08/01 ~ 2010/07/31
2009	以正規化概念分析強化文件導覽之研究		2009/07/01 ~ 2010/02/28
2008	廣義式二因子非時變模糊時間序列預測模式之研究		2008/08/01 ~ 2009/07/31
2007	廣義式二因子非時變模糊時間序列預測模式之研究		2007/08/01 ~ 2008/07/31
2006	具半自動層級式概念擷取機制之案例式推理知識管理系統		2006/08/01 ~ 2007/10/31
2005	以模糊時間序列預測法建構大學註冊人數決策模式之研究		2005/08/01 ~ 2006/10/31
2004	以演化式支撐向量機探勘消費性貸款信用評估決策之研究		2004/08/01 ~ 2005/08/31
2004	符合SCORM標準的先進數位學習系統之研究 (A Study on Advanced SCORM-compliant e-Learning System)-符合SCORM標準的主題關聯式教材目錄服務之研究		2004/05/01 ~ 2005/04/30
2003	符合SCORM標準之學習元件及技術工具設計-子計畫五:符合SCORM標準的分散式LMS學習元件共享平台與目錄服務之設計(2/2)	游寶達	2003/01/01 ~ 2004/04/30
2003	以波紋理論與自組織映射圖神經網路探勘投資決策知識之研究	許蒞彥	2003/08/01 ~ 2004/07/31