李昇暾老師

基本資料

李昇暾Li, Sheng Tun

職稱

特聘教授

stli@mail.ncku.edu.tw
53126
61312

個人網站

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

簡歷

人工智慧、大數據分析、商業智慧、決策支援系統

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

研究著作

學年度	著作
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)
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)
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)
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)
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)
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)
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)
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)
2014	*Li, S.-T.; Chou, W.-C.,2014,Power Planning in ICT Infrastructure: An Approach of Multi-criteria Operational Performance Evaluation,Omega;, (SSCI)
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)
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)
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)
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)
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)
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)
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)
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)
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)
2010	Li, S.-T.*; Tsai, F.-C,2010,Constructing tree-based knowledge structures from text corpus,Applied Intelligence;,33,1,pp67-78 (SCI)
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)
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)
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)
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)
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)
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)
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)
2009	*Li, S. T.; Cheng, Y. C.,2009,AN ENHANCED DETERMINISTIC FUZZY TIME SERIES FORECASTING MODEL,CYBERNETICS AND SYSTEMS;,3,40,pp211-235 (SCI)
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)
2009	*Li, S. T.; Tsai, M. H.,2009,A dynamic taxonomy for managing knowledge assets,TECHNOVATION;,4,29,pp284-298 (SCI)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
2002	Li S.-T.,2002, A Web-Aware Interoperable Data Mining System ,Expert Systems with Applications,22,pp135-146 (SCI)
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)
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)
2002	Li, S.-T.*,A Web-aware Interoperable Data Mining System,Expert Systems with Applications;,22,pp135-146 (SCI)
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)
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)
2001	*Li S.-T.,2001, A Platform-Neutral Live IP/TV Presentation System ,Information Sciences;,140,1-2,pp33-52 (SCI)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
1987	*Li, S.-T.,1987,The Development of the CAI Authoring Systems,Computer Journal;, (中華民國期刊論文)

學年度	著作
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,
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,
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,
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,
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,
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,
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;,
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;,
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;,
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;,
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;,
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;,
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,
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,
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,
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,
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,
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,
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,
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,
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,
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,
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,
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,
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.;,
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).;,
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.;,
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.;,
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.;,
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,
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,
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,
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,
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;,
2008	*Li, S.-T.; Ho, H.-F.,2008,Predicting Financial Activity with Evolutionary Fuzzy Case-based Reasoning.,;,
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,
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).;,
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,
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);,
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;,
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,
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,
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,;,
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;,
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;,
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.;,
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;,
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;,
2007	*Li, S.-T.; Cheng, Y. C.,2007,Deterministic fuzzy time series model for forecasting enrollments.,;,
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,
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,
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,
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,
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,
2006	*Li S.-T. ; Ho H.-F.,2006, A Hybrid Intelligent Decision Model for Evaluating Financial Performance ,Bangkok, Thailand,
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,
2006	*Li S.-T. ; Ho H.-F.; Cheng Y.-C.,2006, Evolutionary Fuzzy Case-Based Reasoning for Financial Performance Ranking ,Kaohsiung City, Taiwan.,
2006	*Hsu K.; Li S.-T.; Huang K.,2006, Application of data mining to identify spatial and temporal characteristics of precipitation data ,Beijing, China,
2006	2006, A Hidden Markov Model-based Forecasting Model for Fuzzy Time Series ,Athens, Greece,
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,
2006	*李昇暾;蔡明宏,2006, 一個文件式知識資產的評估模式 ,Kaohsiung, Taiwan,
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,
2005	*Li S.-T. ; Chang W.-C.,2005, Tuning Up Knowledge Discovery and Transfer: Ontology-Enhanced Knowledge Map for Metal R&D ,Tainan, Taiwan,
2005	*Tsai F.-C.; Kuo S.-C.; Li S.-T.,2005, Crime Trend Discovery using Fuzzy SOM Networks ,Tainan, Taiwan,
2005	*Lee; S.-F.; Shue; Li-Yen; Li; S.-T.,2005, Knowledge Discovery of ISP Customer Values ,Tainan, Taiwan,
2005	*陳業鵬;李昇暾,2005,模糊約,;,Kaohsiung, Taipei,
2005	*Li S.-T. ; Shue L.-Y.; Lee S.-F.,2005, Mining Usage Patterns for ISP Services ,San Diego, U.S.A,
2005	*Li S.-T. ; Cheng Y. C.,2005, A Deterministic Forecasting Model for Fuzzy Time Series ,Calgary, Alberta, Canada,
2005	*Li S.-T. ; Kuo S.-C.,2005, Discovering Financial Investment Strategy through Wavelet-based SOM Networks ,Taipei, Taiwan,
2005	*Chang W.-C.; Li S.-T.,2005, A Study of Exploiting and Transferring Presentational Knowledge Assets ,Taipei, Taiwan,
2005	*Li S.-T. ; Lin C.-H.,2005, On the Distributed Management of SCORM-compliant Course Contents ,Tamkang University, Taiwan.,
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 ,
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,
2004	*Li S.-T. ; Shue L.-Y.; Y.-P. Chen,2004, Natural Partitioning-based Forecasting Model for Fuzzy Time-Series ,Budapest, Hungary,
2003	*Li S.-T. ; Hsieh H.-C. ; Sun I-W.,2003, An Ontology-based Knowledge Management System for the Metal Industry ,Budapest, HUNGARY,
2003	*Li S.-T. ; Lin C.-H.,2003, On the Design of EJB Component-based SCORM-compliant Learning Management System ,

學年度	專書類別	出版日期	專書名稱
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
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
2004	(專書)	2004/00/00	*李昇暾, Java Web Services實務程式設計 ,旗標公司,2004/00
2004	(專書)	2004/00/00	*李昇暾, Java實務程式設計 ,旗標公司,2004/00

年度	計畫名稱	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)	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	2003/08/01 ~ 2004/07/31