A.   Journal articles

 

1.      Liu, H. H., Yen, T. Y., Li, M. S., Pan, Y. T., Huang, T. E., Chang, Y. C., Li, S.-T.*, & Lo, K. Y. (2026). Physics-Informed Neural Network for Adsorption-Species Analysis Using Acoustic-Wave-Based Metal Oxide Gas Sensors. Sensors and Actuators A: Physical (SCI), Vol. 410, Part 1, 118246, Nov. 2026.

2.      Hsu, M. L., Liu, Y.-W., & Li, S.-T.*, Fusing Monotonic and One-Class Classification: Elevating SVM with the MC-SVDD Strategy, Journal of Universal Computer Science (SCI), 31(11), pp. 1222-1247, Sept. 2025.

3.      Hsu, M. L., Li, H.-H., & Li, S.-T.*, ARIMA-Driven Memory Market Insights: Forecasting DRAM Spot Price, Asia Pacific Management Review (ESCI, TSSCI), Vol. 30, No. 2, June 2025.

4.      劉勝宏,李炳翰,李昇暾*,ESG報告標竿學習於台灣化工產業永續策略發展,電子商務學報(TSSCI),27(1), Apr. 2025。

5.      Chuang, H. C., Chen, C. C., & Li, S.-T.*, Advancing SVM classification: Parallelizing conjugate gradient for monotonicity enforcement, Knowledge-Based Systems (SCI), Vol. 302, No. 25, Oct. 2024.

6.      Hsu, M. L., Hsu, H. C., & Li, S.-T.*, Forecasting vault cash with an extreme value long short-term memory network, Asia Pacific Management Review (ESCI), 29 (3), 284-291, Sept. 2024.

7.      Li, S. T.*, Chiu, K. C., & Wu, C. C., Apply big data analytics for forecasting the prices of precious metals futures to construct a hedging strategy for industrial material procurement, Managerial and Decision Economics (SSCI), 44(2), 942-959, Feb. 2023.

8.      Le, T. K. H., Nguyen, M. T., & Li, S.-T*. Does Computer-Mediated Communication Competence Enrich Social Capital? The Mediating Role of Social Networks Sites. International Journal of Human–Computer Interaction (SSCI), 39(10), 2048-2060, May 2022.

9.      Le, T.-K.-H., Li, Yi-Z., and Li, S.-T.*, Do Reviewers’ Words and Behaviors Help Detect Fake Online Reviews and Spammers? Evidence from a Hierarchical Model, IEEE Access, Vol. 19, pp. 42167-42183, Apr. 2022 (SCI).

10.  Sheu, M. J., Chin, T. W., Ku, F. P., Li, C. Y., Li, S.-T.*, & Lu, T. H. (2022). Validation of coding algorithms for identifying people with viral hepatitis using claims data according to different standard references. BMC Infectious Diseases (SCI), 22(1), 1-8, Mar. 2022.

11.  Ku, F.-P., Li, S.-T.*, Li, C.-Y, and Lu, T.-H. Variations in case definition algorithms in diabetes-related studies using Taiwan National Health Insurance claims data (in Chinese), Taiwan Journal of Public Health (TSSCI), Vol. 40, No. 6, pp.725-733, Dec. 2021.

12.  González, S., García, S., Li, S.-T.*, John, R. & Herrera, F., Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise, Neurocomputing (SCI), 439, 106-121, June 2021.

13.  Lin, C., Ting, S.-F., Lee, L., Li, S.-T.*, Firm capability assessment via the BSC and DEA. Industrial Management & Data Systems (SCI), 121(3), Jan. 2021, 567-593.

14.  Lee, P. C., Kao, F. Y., Liang, F. W., Lee, Y. C., Li, S. T.*, & Lu, T. H., Existing Data Sources in Clinical Epidemiology: The Taiwan National Health Insurance Laboratory Databases. Clinical Epidemiology (SCI), 13, 175-181, 2021.

15.  Sheu, M.-J., Liang, F.-W., Li, S.-T., Li, C.-Y., Lu, T.-H., 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, Clinical Epidemiology (SCI), Vol. 12, 185-192, 2020.

16.  Chuang, H.-C., Chen, C.-C., Li, S.-T.*, Incorporating monotonic domain knowledge in support vector learning for data mining regression problems, Neural Computing and Applications (SCI), 32, 11791-11805, 2020.

17.  González, S., García, S., Li, S.-T., & Herrera, F., Chain based Sampling for Monotonic Imbalanced Classification, Information Sciences (SCI), Vol. 474, pp. 187-204, Feb. 2019.

18.  Li, S.-T.*, Pham, T. T., Chuang, H.-C., Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles, Information & Management (SSCI), Vol. 56, No. 1, pp. 28-38, Jan. 2019.

19.  W.-C. Chou and S.-T. Li, Hybridizing MCDM with Resource-based View toward Resource Planning in Mobile Telecommunications (in Chinese), Sun Yat-Sen Management Review (TSSCI), Vol. 26, No. 2, pp. 239 – 275, June 2018.

20.  Lu, T.-H., Li, S.-T., Liang, F.-W., Lee, J.-C., and Yin, W.-H., When high-volume PCI operators in high-volume hospitals move to lower volume hospitals—Do they still maintain high volume and quality of outcomes? Catheterization and Cardiovascular Interventions (SCI), Vol. 92, No. 4, pp. 644-650, Oct. 2018.

21.  Lu, T.-H., Li, S.-T., and Yin, W.-H., Graphical Representations of Mortality Data with Confidence Intervals, Circulation: Cardiovascular Quality and Outcomes (SCI), Vol. 10, No. 3, Mar. 2017.

22.  Li, S.-T.*, Pham, T. T., Chuang, H.-C., and Wang, C.-W., Does Reliable Information Matter? Toward a Trustworthy Co-Creating Recommendation System by Mining Unboxing Reviews, Information Systems and e-Business Management (SSCI), Vol. 14, No. 1, pp. 71-99, 2016.

23.  Han, P. H., Li, S.-T., Hsu, M. H., & Lu, T. H. “An Analysis of the Current Status and Utilization of Government Health and Welfare Open Data in Taiwan,” (in Chinese) Taiwan Journal of Public Health (TSSCI), Vol. 35, No. 4, pp. 395-405, 2016.

24.  Li, S.-T.* and Chen, C.-C., A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining with Prior Knowledge, IEEE Transactions on Fuzzy Systems (SCI), Vol. 23, No. 5, pp. 1713-1727, Nov. 2015, NSC99-2410-H-006-054-MY3, NSC102-2410-H-006-080-MY3.

25.  Lin, C.-W., Hong, T.-P., Gan, W., Chen, H.-Y., and Li, S.-T., “Incremental Updating the Discovered Sequential Patterns based on Pre-large Concepts,” Intelligent Data Analysis (SCI), Vol. 19, No. 5, 19(5), pp. 1071-1089, Sept. 2015.

26.  Ho, H.-F. and Li, S.-T.*, Using Mutually Validated Memories of Experts for Case-based Knowledge Systems, Knowledge-Based Systems (SCI), Vol. 86, pp. 102-115, Sept. 2015, NSC99-2410-H-006-054-MY3 and MOST 103-2410-H-006 -050.

27.  陳憲煜、鄭哲舟、李昇暾、莊惠棋、張有彤, 以商業智慧方法論分析台灣健保體系下醫事人員流動趨勢,醫院雙月刊 48卷2期, pp. 6-23, 2015/04/30 (台灣醫院協會醫院雙月刊第二屆最佳論文獎第一名)。

28.  Kuo, S.-C., Chen, C.-C., and Li, S.-T., Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting, Journal of Intelligent and Fuzzy Systems (SCI), Vol. 17, No. 3, pp. 444-456, Oct. 2014.

29.  Chen, C.-C. and Li, S.-T.*, Credit Rating with a Monotonicity-constrained Support Vector Machine Model, Expert Systems with Applications (SCI), Vol. 41, No. 16, Nov. 2014, pp. 7235-7247, NSC99-2410-H-006-054-MY3.

30.  Li, S.-T.* and Chou, W.-C., Power Planning in ICT Infrastructure: An Approach of Multi-criteria Operational Performance Evaluation, Omega The International Journal of Management Science (SSCI, SCI), Vol. 49, Dec. 2014, pp. 134–148, NSC99-2410-H-006-054-MY3.

31.  Li, S.-T.* and Tsai, F.-C., A Fuzzy Conceptualization Model for Text Mining and its Application in Opinion Polarity Classification, Knowledge-Based Systems (SCI), Vol. 39, Feb. 2013, pp. 23–33, NSC99-2410-H-006-054-MY3.

32.  Li, S.-T.*, Tsai, M.-H., and Lin, C., An examination of knowledge asset dynamics for competitive advantage in a manufacturing R&D department, Asia Pacific Management Review (TSSCI), Vol. 17 (4), Dec. 2012, pp. 343-360.

33.  Tsai, W.-H., Tsai, M.-H., Li, S.-T.*, Lin, C., Harmonizing Firms’ Knowledge and Strategies with Organizational capabilities, The Journal of Computer Information Systems (SCI), Vol. 52, Vol. 1, Fall 2012, pp.23-32.

34.  Cheng, Y.-C. and Li, S.-T.*, Fuzzy Time Series Forecasting with a Probabilistic Smoothing Hidden Markov Model, IEEE Transactions on Fuzzy Systems (SCI), Vol. 20, No. 2, Apr. 2012, pp.291-304, NSC96-2416-H-006-011-MY2.

35.  Li, S.-T.*, Kuo, S.-C., Cheng, Y.-C., and Chen, C.-C., A Vector Forecasting Model for Fuzzy Time Series, Applied Soft Computing (SCI), Vol. 11, No. 3, April 2011, pp. 3125-3134, NSC96-2416-H-006-011-MY2.

36.  Li, S.-T.*, Chen, C.-C., and Huang, F., Conceptual-driven classification for coding advise in health insurance reimbursement, Artificial Intelligence in Medicine (SCI), Vol. 51, No. 1, January 2011, pp. 27-41, NSC98-2410-H-006-007.

37.  Li, S.-T.*, and Tsai, F.-C, Constructing tree-based knowledge structures from text corpus, Applied Intelligence (SCI), Vol. 33, No. 1 (August 2010), pp. 67 – 78, NSC98-2410-H-006-007.

38.  Li, S.-T.* and Cheng, Y.-C., A Stochastic HMM-based Forecasting Model for Fuzzy Time Series, IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics (SCI), Vol. 40, No. 5, October 2010, pp. 1255-1266, NSC96-2416-H-006-011-MY2.

39.  Li, S.-T.*, Kuo, S.-C., Cheng, C.-Y., and Chen, C.-C., Deterministic Vector Long-term Forecasting for Fuzzy Time Series, Fuzzy Sets and Systems (SCI), Vol. 161, No. 13 (July 2010), pp. 1852-1870, NSC96-2416-H-006-011-MY2.

40.  Li, S.-T., Kuo, S.-C., and Tsai, F.-C., An intelligent decision-support model using FSOM and rule extraction for crime prevention, Expert Systems with Applications (SCI), Vol. 37, No. 10, (October 2010), pp. 7108-7119.

41.  Hsu, K.-C. and Li, S.-T., Clustering Spatial-Temporal Precipitation Data Using Wavelet Transform and Self-Organizing Map Neural Network, Advances in Water Resources (SCI), Vol. 33, No. 2, February 2010, pp. 190-200.

42.  Li, S.-T.*, Tsai, M.-H., C.-H. Lin, Building a Taxonomy of a Firm’s Knowledge Assets: a Perspective of Durability and Profitability, Journal of Information Science (SSCI), Journal of Information Science, Vol. 36, No. 1, pp. 36-56 (2010).

43.  Li, S.-T.*, Tsai, M.-H., A Dynamic Taxonomy for Managing Knowledge Assets, Technovation: The International Journal of Technological Innovation, Entrepreneurship and Technology Management (SSCI), Vol. 29, No. 4, April 2009, pp. 284-298.

44.  Li, S.-T.*, Cheng, Y.-C., An Enhanced Deterministic Fuzzy Time Series Forecasting Model, Cybernetics and Systems An International Journal (SCI), Volume 40, No. 3, April 2009, pp. 211-235, NSC96-2416-H-006-011-MY2.

45.  Li, S.-T.*, Chang, W.-C., Exploiting and Transferring Presentational Knowledge Assets in R&D Organizations, Expert Systems with Applications (SCI), Vol. 36, No. 1, pp. 766–777, Jan. 2009.

46.  Li, S.-T.*, Cheng, Y. C., A FCM-Based Deterministic Forecasting Model for Fuzzy Time Series, Computers and Mathematics with Applications (SCI), Vol. 56 , No. 12, pp. 3052-3063, Dec. 2008, NSC96-2416-H-006-011-MY2.

47.  Li, S.-T.*, Tsai, F.-C., Concept-guided query expansion for knowledge management with semi-automatic knowledge capturing, The Journal of Computer Information Systems (SCI), Summer 2008-2009, Vol. 49, No. 4, pp. 53-65, NSC95-2416-H-006-039.

48.  Li, S.-T.*, Chang, W.-C., Design and Evaluation of a Layered Thematic Knowledge Map System, The Journal of Computer Information Systems (SCI), Winter 2008-2009 issue, Vol. 49, No. 2, pp. 92-103, NSC95-2416-H-006-039.

49.  Li, S.-T.*, Ho, H.-F., Predicting Financial Activity with Evolutionary Fuzzy Case-based Reasoning, Expert Systems with Applications (SCI), Vol. 36, No. 1, pp. 411–422, Jan. 2009.

50.  Shue, L.-Y. and Li, S.-T., A Generalized Heuristic Learning Approach to Project Scheduling Problems with Resource Constraints, Journal of the Chinese Institute of Industrial Engineers (TSSCI, EI), Vol. 25, No. 2, 2008.

51.  Shiue, W., Li, S.-T., Chen, K.-J., A Frame Knowledge System for Managing Financial Decision Knowledge, Expert Systems with Applications (SCI), 35(3), pp. 1068–1079, Oct. 2008.

52.  Li, S.-T.*, Shue, L.-Y., and Lee, S.-F., Business Intelligence Approach to Supporting Strategy-making of ISP Service Management, Expert Systems with Applications (SCI), 35(3), pp. 739–754, Oct. 2008.

53.  Li, S.-T.*, and Kuo, S.-C., Knowledge Discovery in Financial Investment for Forecasting and Trading Strategy through Wavelet-based SOM Networks, Expert Systems with Applications (SCI), 34(2), pp. 935-951, Feb. 2008, NSC92-2416-H-006-044.

54.  Lin, C., Lin, C. M., Li, S.-T., Kuo, S.C. “Intelligent physician segmentation and management based on KDD approach,” Expert Systems with Applications. (SCI), 34(3), pp. 1963–1973, Apr. 2008.

55.  Li, S.-T.*, Lin, S.-Y., Cheng, Y.-C., A novel two-factor forecasting model for fuzzy time series, Proceedings in Applied Mathematics and Mechanics (PAMM), Vol. 7, No. 1, pp. 2010019-2010020, Dec. 2007.

56.  Chang, W.-C., Li, S.-T.*, Fostering knowledge management deployment in R&D workspaces: a five-stage approach, R&D Management (SSCI), Vol. 37, No. 5, pp. 479-493, Nov. 2007.

57.  Li, S.-T.*, Cheng, Y. C., “Deterministic fuzzy time series model for forecasting enrollments,” Computers and Mathematics with Applications (SCI), 53 (12), June 2007, pp. 1904-1920. NSC94-2416-H-006-019.

58.  Li, S.-T.*, Cheng, Y.-C., A Hidden Markov Model-based Forecasting Model for Fuzzy Time, WSEAS Transactions on Systems (EI), Vol. 5, No. 5, August 2006, pp. 1919-1924.

59.  Li, S.-T.*., Shiue, W., and Huang, M. H. “The Evaluation of Consumer Loans using Support Vector Machines,” Expert Systems with Applications (SCI), Vol. 30 (4), 2006, pp. 772-782, NSC93-2416-H-006-021.

60.  Li, S.-T.*, Shue, L.-Y., and Lee, S.-F., “Enabling Customer Relationship Management in ISP Services Through Mining Usage Patterns,” Expert Systems with Applications (SCI), Vol. 30 (4), 2006, pp. 621-632.

61.  Li, S.-T.*, Hsu, M.-L., Huang, M. H., “Stock Investment Strategy Analysis using Support Vector Machines,” International Journal of Operations and Quantitative Management, Vol. 11, No. 4, 2005, pp. 325-336, NSC93-2416-H-006-021.

62.  Li, S.-T.*, Shue, L.-Y., Hsieh, H.-C., “The Development of a PDA-Based Communication Architecture for Surveillance Services,” International Journal of Internet Protocol Technology, Vol. 1, No. 1, pp. 3-10, 2005.

63.  Li, S.-T.*, C.-H. Lin, Yu, P.-T., “On the Design of SCORM-compliant SMIL-enabled Multimedia Streaming E-Learning System,” International Journal of Distance Education Technologies (EI), Vol. 3, No. 3, pp. 48-64, 2005, NSC91-2520-S-327-001, NSC92-2524-S-006-004.

64.  Chen, I.-R. Li, S.-T., and Yen, I.-L., “Adaptive QoS control based on benefit optimization for video servers providing differentiated services,” Journal of Multimedia Tools and Applications (SCI, EI), Vol. 25, No. 2, pp. 167 – 185, 2005.

65.  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,國內管理學專業期刊評比排序之研究,中山管理評論(TSSCI),第13卷第1期,民94年,頁15-48,NSC 91-2416-H-110-043.

66.  葉仙帶、劉登進、李昇暾*,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,第41卷第一期,民94年,頁225-239(中國石油學會94年工安環保類貳獎論文)。

67.  Li, S.-T.*, Shue, L.-Y., “Data Mining to Aid Policy Making in Air Pollution Management,” Expert Systems with Applications (SCI), Vol. 27 (3), 2004, pp. 331-340, NSC87-2213-E-327-001.

68.  Li, S.-T.*, I.-R. Chen, Hsieh, H.-C., Huang, I-Lin, “The Development of Web-based KTV Services over Campus broadband networks,” Journal of Internet Technology (EI), Vol. 5, No. 4, 2004, pp. 213-219.

69.  Ting, C.-K., Li, S.-T., and Lee, C., “On the Harmonious Mating Strategy through Tabu Search,” Information Sciences: An International Journal (SCI), Vol. 156, No. 3-4, pp. 189-214, 2003, NSC90-2416-H-327-012.

70.  Li, S.-T.* and Shue, L.-Y., “A Study of Logistics Infomediary in Air Cargo Tracking,” Industrial Management and Data Systems (SCI), Vol. 103, No. 1, pp. 5-13, 2003.

71.  Chen, S.-C., Li, S.-T., Shyu, M.-L., Model-Based System Development for Asynchronous Distance Learning, Journal of Distance Education Technologies (EI), Vol. 1, No. 4, pp. 39-54, 2003.

72.  Li, S.-T.*, Hsieh, H.-C., Managing Operation Knowledge for the Metal Industry, Journal of Universal Computer Science (SCI), Vol. 9, No. 6, June 2003, pp. 472-480.

73.  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., et. al. (sorted by last names except the first author), “A Survey of Distance Education Challenges and Technologies,” Journal of Distance Education Technologies, 1(1), 1-21, Jan-Mar 2003, Ideal Group Publishing.

74.  Li, S.-T.*, Shue, L.-Y., and Lin, P.-C., “A Genetic-based Heuristic Approach toward Maintenance Scheduling of Oil Tanks,” Sun Yat-sen Management Review (TSSCI), Oct. 2002, pp. 135-157.

75.  Li, X., Chen, S.-C., Shyu, M.-L., Li, S.-T., “A novel hierarchical approach to image retrieval using color and spatial information,” in Y.-C. Chen, L.-W. Chang, and C.-T. Hsu (eds), Advances in Multimedia Information Processing-PCM2002, Springer LNCS, Vol. 2532, pp. 175-182, 2002 (SCI).

76.  Li, S.-T.*, “A Web-aware Interoperable Data Mining System,” Expert Systems with Applications (SCI), Vol. 22, pp. 135-146, 2002, NSC87-2213-E-327-001.

77.  薛兆亨,李昇暾,「個別財報專家決策知識模式之研究」,資管學報(TSSCI),第八卷第二期,頁135-151,民九十一年,NSC88-2815-C-327-016-H。

78.  Li, S.-T.*, “Leveraging a Web-aware SOM Tool for Clustering and Visualization,” Web Intelligence: Research and Development, Lecture Notes in Artificial Intelligence Series LNAI, Vol. 2198, Zhong, Yao, Liu, and Ohsuga (Eds.), Springer-Verlag, 2001, pp. 579-583 (SCI).

79.  Li, S.-T.*, Lin, J.-J., Chou, W.-R., Kuo, P.-I. and Hsieh, H.-C., “Multimedia Content Services in Campus Broadband Networks,” Journal of Internet Technology (EI), Vol. 2, No. 1, 2001, pp. 91-98.

80.  Li, S.-T.* “A Platform-Neutral Live IP/TV Presentation System,” Information Sciences: An International Journal (SCI), Vol. 140, No. 1-2, 2001, pp. 33-52.

81.  Li, S.-T.*, Chen, S.-C., and Shyu, M.-L., “A Snapshot Browsing Model for a Web-based Surveillance System,” Journal of Applied Systems Studies, Vol. 2, No. 3, 2001.

82.  Li, S.-T.*, Shue, L.-Y., and Shiue, W., “The Development of a Decision Model for Liquidity Analysis,” Expert Systems with Applications (SCI), Vol. 19, No. 4, 2000, pp. 271-278, NSC88-2815-C-327-016-H.

83.  Li, S.-T.* , “On the Internet-mediated TV-like Distance Learning Services,” International Journal of Computer Processing of Oriental Languages, Vol. 13, No. 3, Sept. 2000, pp. 235-249.

84.  Li, S.-T.*, Shue, L.-Y., and Shiue, W., “A Scheme for Developing a Short-Term Liquidity Decision Model,” Issues in Information Systems (IIS), 2000, pp. 257-262.

85.  周斯畏,李昇暾,「跨國性網路傳輸的應用與管理」,技術學刊第十五卷,第一期,民國八十九年,頁71-78。

86.  Li, S.-T.*, Chern, S.-J., and Chen, H.-H., “A Multiscale Study in Knowledge Discovery in Taiwan EPA Data,” Working Paper Series, College of Management, National Kaohsiung First University of Science and Technology, Vol. 1, No. 2, Sept. 1999, pp. 119-130.

87.  Li, S.-T.* and Chen, W.-S., “A Java-centric Distributed Objects-based Paradigm for Surveillance Services and Visual Message Exchange,” Int'l Journal of Visual Languages and Computing (SCI), Vol. 10, 1999, pp. 625-639.

88.  Li, S.-T.*, “Spatio-temporal Data Mining Using Continuous Wavelet Transform and Rotated Principal Component Analysis,” Working Paper Series, College of Management, National Kaohsiung First University of Science and Technology, Vol. 1, No. 1, March 1999, pp. 139-150.

89.  薛兆亨•李昇暾,「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」,東吳經濟商學學報第二十六期,八十八年九月,頁87-107。

90.  Li, S.-T.*, “On the Multiscale Analysis of Spatio-temporal Data Mining,” 中華管理評論,Vol. 2, No. 4, 1999, pp. 1-10.

91.  李昇暾,陳文生,「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,Vol. 2, No. 2, 1998, pp. 91-99。

92.  李昇暾,薛兆亨,「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,Vol. 2, No. 1, 1998, pp. 1-9。

93.  Li, S.-T.*, “The Development of the CAI Authoring Systems,” Computer Journal, R.O.C., 1987.

 

 

B.    Book edited

 

1.          Lasker, G. E., Li, S.-T. and Saddik, A. El (Eds.), Advanced in Software Engineering and Multimedia Applications Volume II, 2000, ISBN 0-921836-91-0, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

 

 

C.   Book chapters

 

1.      A Best-Matching Forecasting Model for High-Order Fuzzy Time Series, Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective, Editors: W. Pedrycz and S.-M. Chen, Springer-Verlag Berlin Heidelberg, pp. 331-346, 2013.

2.      Chang, W.-C. and Li, S.-T.*, Deploying Knowledge Management in R&D Workspaces, Innovative Knowledge Management: Concepts for Organizational Creativity and Collaborative Design, Editors: A. Eardley and L. Uden, IGI Global, pp. 56-76, 2011

3.      Li, S.-T.* and Leiss, E. L., “On Noise-immune RBF Networks,” Radial Basis Function 1: Recent Developments in Theory and Applications, Editors: Howlett, R. J. and Jain, L.C., Springer Verlag, March 2001, pp. 95-124.

4.      Li, S.-T.* and Chu, J., “A Pure-Play IP Approach to Universal and Ubiquitous Access to Enterprise Messaging,” Advanced in Software Engineering and Multimedia Applications Volume II, G. E. Lasker, S.-T. Li, and A. El Saddik (Eds.), 2000, pp. 95-99, ISBN 0-921836-91-0, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

5.      Li, S.-T.*, Tsai, K.-M., and Shue, L.-Y., “Servlet-based E-Commerce Infomediary in Cargo Tracking,” Advanced in Software Engineering and Multimedia,” Applications Volume II, G. E. Lasker, S.-T. Li, and A. El Saddik (Eds.), 2000, pp. 110-114, ISBN 0-921836-91-0, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

6.      Chen, S.-C., Li, S.-T., Shyu, M.-L., “Modeling Snapshot Browsing for Web-based Integrated Surveillance Services,” Advanced in Software Engineering and Multimedia Applications Volume II, G. E. Lasker, S.-T. Li, and A. El Saddik (Eds.), 2000, pp. 31-35, ISBN 0-921836-91-0, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

7.      Li, S.-T.* and Chen, W.-S. and Chou, S.-W., “Building Integrated Surveillance Services using Java/CORBA Bridging Technologies in Heterogeneous Computing Environments,” Advanced in Software Engineering and Multimedia Applications Volume I, T. K. Shih and G. E. Lasker, (Eds.), 1999, pp. 31-35, ISBN 0-921836-76-7, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

8.      Li, S.-T.*, Chen, W.-S. and Chou, S.-W., “A Java-based Integrated Asynchronous Distance Learning Paradigm,” Advanced in Software Engineering and Multimedia Applications Volume I, T. K. Shih and G. E. Lasker, (Eds.), 1999, pp. 76-80, ISBN 0-921836-76-7, Publisher: The International Institute for Advanced Studies in Systems Research and Cybernetics.

9.      李昇暾*,「以資料採礦深化顧客關係管理」,電子化企業經理人報告,2000.3, No. 7, pp. 37-42。

 

 

D.   Conference papers

 

1.        Hsu, M.-L., Ke, W.-H., Hien Le, T. K., Li. S.-T., Prescriptive Analytics for Efficient Cash Management in FinTech Banking, The 26th Asia Pacific Management Conference, HCM City, Vietnam, 16-18 July 2025.

2.        Liu, Y. C., Liu, W. P., Li, S. T., Chiu, K. C., & Yang, T. H., Corporate Tax Risk Response Strategy Considering ESG Sustainability Development Indicators, The 5th International Conference on ESG Management and Green FinTech, Taiwan, Nov. 8, 2024.

3.        Liao, Y. T., Liu, W. P., Li, S. T., Exploring the Relationship between ESG Scores, Sentiment in Sustainability Strategy Statements, and Firm Value and Profitability, The 5th International Conference on ESG Management and Green FinTech, Taiwan, Nov. 8, 2024.

4.        Li, S. T., Cho, C. Y., & Chen, H. Y., Early Prediction of Adverse Drug Reactions Using Deep Reinforcement Learning and One-Class Classification, IEEE WCCI 2024 Workshop on Computational Intelligence Applications, Japan, July. 2, 2024.

5.        Hsu, M.-L., Li, H.-H, Li, S.-T., Memory Thriving: Demand-driven Forecasting of DRAM Spot-price, The 4th International Conference on Sustainable FinTech and Supply Chain Management, Taiwan, Nov. 9, 2023.

6.        Liu, S.-H., Li, S.-T., Forecasting ESG Report Rankings in the Chemical Industry Based on NLP Transformer and Topic Models, The 4th International Conference on Sustainable FinTech and Supply Chain Management, Taiwan, Nov. 9, 2023.

7.        王宏仁、李彥霆、張麒暘、邱冠維、李昇暾,應用深度學習於大角度人臉辨識,The 28th International Conference on Technologies and Applications of Artificial Intelligence (TAAI),Taiwan, Dec. 1-2, 2023.

8.        Chen, P.-T., Hsu, M.-L., Huang, H.-W., and Li, S.-T., Sentiment Analysis of Shareholders' Report for the 5G Network Companies' Stock Market in Taiwan, The 3rd International Conference on FinTech, RegTech and Sustainable Finance (FRSF 2022), Tainan, Taiwan, November 4, 2022.

9.        Hsu, M.-L., Hsu. H. C., Chou, J.-R., Shih, H.-Y., Chang, Y. P., Chang, K. Y., Lee, H. Y., and Li, S.-T., Vault Cash Forecasting in Bank Branches with Deep Learning, 2021金融科技、監理法遵與綠色金融之國際趨勢與展望論壇,2021/11。

10.    Chen, H.-Y., Yeh, Y., and Li, S.-T., An Approach of Deep Neural Network to Predict Adverse Drug Reactions, The 22nd Asia Pacific Management Conference APMC-2021, Oct 28 - 29, 2021, Tainan, Taiwan.

11.    Tsai, M.-S. and Li, S.-T., Can Smartphones be as a Medical Instrument? Willingness to Adopt Mobile Health in Taiwan: A Hypothetical Study, The 22nd Asia Pacific Management Conference APMC-2021, Oct 28-29, 2021, Tainan, Taiwan

12.    邱桂珍、莊家悅、徐明龍、李昇暾,以信用狀開立流程架構貿易融資洗錢防制區塊鏈,2021台灣財務工程學會年會暨國際學術研討會與論壇,2021/10。

13.    邱桂珍、吳建璋、徐明龍、李昇暾,貴金屬期貨價格大數據分析預測模型之建構,2021台灣財務工程學會年會暨國際學術研討會與論壇,2021/10。

14.    徐明龍、柯順發、吳國川、許家豪、張幼銘、王政淳、李昇暾,CRISP-DM預測分析學於品管生產參數關鍵因子確認之研究,ICIM 2020第31屆國際資訊管理學術研討會,2020/12。

15.    王宏仁、郭淑靜、周佳志、高志鵬、李昇暾,基於深度學習智能化足壓分析之研究,2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2020), 2020/12/3-5

16.    Wang, H.-J., Kuo, S.-C., Chou, C.-C., Li, S.-T., Toward a CNN-based Intelligent Gait Analysis System, 2020 International Computer Symposium (ICS2020), 2020/12/17-19.

17.    Li, S.-T., Chiu, K.-C., Chiu, T.-H., An Application on Building Information Model to Procurement Strategy of Copper Raw Material with Big Data Analytics, The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)2020, Singapore.

18.    Le, T.-K.-H. and Li, S.-T., The Impact of Computer-Mediated Communication Competence on Social Capital: The Role of Network Use, International Conference on Engineering, Science, and Industrial Applications (2019 ICESI), Tokyo University of Science, Tokyo, Japan.

19.    Lo, M.-C., Tsai, B.-H. and Li, S.-T., Deep Learning for Monotonic Support Vector Machines, 6th International Conference on Smart Computing and Artificial Intelligence (SCAI 2018), Tottori, Japan, July 8-12, 2018.

20.    Le, T. K. H., Pham, T. T., Li, S.-T., A Business Intelligence Solution for Supporting Making Decision in Fulfillment Process, The Tenth International Conference on Advances in Databases, Knowledge, and Data Applications, Nice, France, May 20-24, 2018.

21.    Liu, S.H., Chen, S.Y., Li, S.T., Text-mining Application on CSR Report Analytics: A Study of Petrochemical Industry, 2nd International Conference on Business Management of Technology (BMOT 2017), Hamamatsu, Japan, July 9-13, 2017.

22.    Chen, C.C., Chuang, H.C., He, C.W., Li, S.T., A Study of Extracting Demands of Social Media Fans, The Seventh International Conference on Advances in Information Mining and Management (IMMM 2017), Venice, Italy, Jun. 25-29, 2017.

23.    Chuang, H.C., Chen, C.C., Chou, C., Cheng, Y.C., Li, S.T., A Parallelized Learning Algorithm for Monotonicity Constrained Support Vector Machines, The Seventh International Conference on Advances in Information Mining and Management (IMMM 2017), Venice, Italy, Jun. 25-29, 2017.

24.    Chen, C.C., Chuang, H.C., Cheng, Y.C., Li, S.T., Constraint Selection on Monotonic Support Vector Classifiers, IIAI AAI 2016 - 4th International Conference on Smart Computing and Artificial Intelligence (SCAI2016), Kumamoto, Japan, July 10-14, 2016.

25.    Kuo, S.C., Chen, C.C., Wang, H.J., Li, S.T., A Steady-State Probabilities Model for Fuzzy Time Series Forecasting, IIAI AAI 2016 - 4th International Conference on Smart Computing and Artificial Intelligence (SCAI2016), Kumamoto, Japan, July 10-14, 2016.

26.    Li, C.W., Chuang, H.C., Li, S.T., Hedonic Analysis for Consumer Electronics Using Online Product Reviews, IIAI AAI 2016 - 4th International Conference on Smart Computing and Artificial Intelligence (SCAI2016), Kumamoto, Japan, July 10-14, 2016.

27.    Chen, H. L., Chuang, H. C., Li, S. T., Analysis of Causal Relations in Fuzzy Cognitive Maps, International Conference on Innovation and Management (IAM2016 Winter), Palau, January 27-30, 2016.

28.    Cheng Y. C., Chen, P. C., Chen C. C., Chuang, H.C., Li, S. T., An Enhanced HMM-Based for Fuzzy Time Series Forecasting Model, The 16th World Congress of the International Fuzzy Systems Association and the 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015), Gijón, Asturias, Spain, June 30 - July 3, 2015.

29.    Chuang, H. C., Li, S. T., Chen, G. Y., Polarizing Customers’ Opinions with a Sales-inferred Sentiment Analysis Model, International Conference on Innovation and Management (IAM 2015), Sapporo, Japan, July 14-17, 2015.

30.    Pham, T. T., Li, S. T., A Sales Fluctuation Analysis by Mining Characteristics of Online Reviews, 2015 7th International Conference on Computer Research and Development (ICCRD 2015), Ho Chi Minh City, Vietnam, Feb 6-7, 2015.

31.    Chuang, H. C., Chang, W. S., Li, S. T., A Multi-Factor HMM-Based Forecasting Model for Fuzzy Time Series, The Fourth International Conference on Advances in Information Mining and Management (IMMM 2014), Paris, France, July 20-24, 2014.

32.    Li, S. T., Chou, W. C., The group strategic knowledge mining model for telecom power infrastructure, The Fourth International Conference on Advances in Information Mining and Management (IMMM 2014), Paris, France, July 20-24, 2014.

33.    Chen, P. C., Chen, C. C., Cheng, Y. C., Li, S. T., Lin, W. F., An effective deterministic forecasting model for fuzzy time series, International Conference on Business and Information (BAI 2014), Osaka, Japan, July 03-05, 2014.

34.    Chen, C. C., Kuo, S. C., Li, S. T., Constructing a novel monotonicity constrained support vector regression model, Technology Innovation and Industrial Management 2014 (TIIM 2014), Seoul, South Korea, May 28-30, 2014.

35.    Thuong Pham Thi, Lin, H. I., Chuang, H. C., Li, S. T., A case study of eWoM: using voice of customers for building reputable system, Technology Innovation and Industrial Management 2014 (TIIM 2014), Seoul, South Korea, May 28-30, 2014.

36.    Chuang, H. C., Chang, W. S., Li, S. T., A novel frequency-based forecasting model for fuzzy time series, Technology Innovation and Industrial Management 2014 (TIIM 2014), Seoul, South Korea, May 28-30, 2014.

37.    Kuo, S. C., Chen, C. C., Wang, H. J., Chen, T. L., Li, S. T., Forecasting high order fuzzy time series with minimum recent orders, Technology Innovation and Industrial Management 2014 (TIIM 2014), Seoul, South Korea, May 28-30, 2014.

38.    Chen, H. L., Chuang, H. C., Li, S. T., Modeling medical predictive relations using fuzzy cognitive maps, International Conference on Internet Studies (NETs 2013), Hong Kong, September 7-8, 2013.

39.    Lin, T. J., Liang, Y. C., Chen, C. C., Li, S. T., A hybrid approach to sentiment analysis, International Conference on Internet Studies (NETs 2013), Hong Kong, September 7-8, 2013.

40.    Chen, C. C., Kuo, S. C., Chuang, H. C. and Li, S. T., The Development of a Novel Fuzzy-Relation Based Predictive Model for Outpatient Visits in Health Care, International Conference on Medical Innovation and Computing Service (2103 MICS), College of Management National Cheng Kung University, Tainan, Taiwan, August 2-4, 2013.

41.    Cheng, Y. C., Li, S. T., Chen, P. C., Lu, C. I., Lin, W. F., A Novel Forecasting Model for Fuzzy Time Series, International Conference on Business and Information (BAI2013), Bali, Indonesia, July 7-9, 2013.

42.    Chen, C. C., Cheng, Y. C., Chuang, H.C., Li, S. T., Constructing a Credit Scoring Model Using Data Mining, International Conference on Business and Information (BAI2013), Bali, Indonesia, July 7-9, 2013.

43.    Kuo, S. C., Wang, H. J., Li, S. T., Huang, S.L., A Novel Two-Variable Forecasting Model For Fuzzy Time Series, International Conference on Business and Information (BAI2013), Bali, Indonesia, July 7-9, 2013.

44.    Chen, C.-C., Kuo, S.-C., Chien, C. T., Cheng, Y.-C. and Li, S.-T., A Case-Based Refinement of Conceptual Knowledge, International Conference on Innovation and Management (IAM2012), Republic of Palau, July 15-18, 2012.

45.    Kuo, S.-C., Wang, H. J., Chen, C.-C., Huang, P. L., and Li, S.-T., A Hybrid Fuzzy Matrix Modeling for Fuzzy Time Series Forecasting, International Conference on Innovation and Management (IAM2012), Republic of Palau, July 15-18, 2012.

46.    Li, S.-T., Pham, T. T., Wu, P.-C., Fuzzy Conceptual Analysis on Mining Product Comments, The 2012 International Conference on Business and Information, Sapporo, July, 03-05, 2012.

 

47.    Kuo, S.C., Wang, H.J., Wei, H.Y., Cheng, C.C., Li, S.T., Applying MDL in PSO for Learning Bayesian Networks, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Jun. 28-30, 2011, Taipei, Taiwan. (ISSN: 1098-7584).

48.    Li, S. T., and Tsai, F. C., Noise Control in Document Classification Based On Fuzzy Formal Concept Analysis, The 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011),  June 27-30, 2011, Taipei, Taiwan.

49.    Kuo, S.C., Wang, H.J., Chen, C.C., Huang, R.L., Li, S.T., Financial time series forecasting using the approach of fuzzy time series, 21st International Conference on the Pacific Rim Management (ACME 2011), July 9 - 11, 2011, Tainan, Taiwan. (ISSN: 1532-8260).

50.    Chen, C.C., Kuo, S.C., Kuo, M.C., and Li, S.T., Text mining with fuzzy conceptual clustering and probabilistic topic modeling, 21st International Conference on the Pacific Rim Management(ACME 2011), July 9 - 11, 2011, Tainan, Taiwan. (ISSN: 1532-8260).

51.    郭淑靜、王宏仁、曾麗文、李昇暾,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(DLT2011),100年7月7-8日,國立雲林科技大學。(ISBN:978-986-02-8476-8).

52.    郭淑靜、李昇暾,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(IMDC2011),100年5月7日,國立台灣大學。

53.    Chou, W.-C. and Li, S.-T., 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, July 18-21, 2011, Seville, Spain.

54.    Cheng, Y. C., Li, S.-T., Li, H. Y., Chen, P. C., Novel Forecasting Model Based on Similarity Measure for Fuzzy Time Series, Proceedings of Business and Information (BAI 2011), July 4-6, 2011, The Landmark Bangkok Hotel, Bangkok, Thailand.

 

55.    Chou, W. C., Li, S.-T., Cheng, Y. C., Strategic Map Construction in High Education Using Balanced Scorecard, Proceedings of Business and Information (BAI 2010), Rihga Royal Hotel Kokura, Kitakyushu, Japan, July 05-07, 2010.

56.    Chen, C.-C., Cheng, Y.-C., Li, S.-T., and Tao, K.-C., Constructing a Monotonicity Constrained Support Vector Machines Model, The 21th International Conference on Information Management, May 2010, Tainan, Taiwan.

57.    Chen, C.-C., Kuo, S.-C., Li, S.-T., and Chen, Y.-H., A Study of data mining with monotonicity constraints, International Conference on Business and Information (BAI 2010), July 5-7, 2010, Kitakyushu, Japan. ISSN 1729-9322.

58.    Kuo, S.C., Chen, C.C., Li, S.T., and Chuang, C.L., Applying Tabu-Genetic Algroithm to Scheduling Problems in Fastener Industry, International Conference on Business and Information (BAI 2010), July 5-7, 2010, Kitakyushu, Japan. (ISSN: 1729-9322)

59.    郭淑靜、陳志全、鄭亦君、李昇暾,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(ICIM2010),99年5月,成功大學。(ISBN:978-986-02-3453-4)

60.    郭淑靜、莊政霖、許正忠、李昇暾,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(ICIM2009),98年5月23日,台北世新大學。(ISBN:978-957-8462-80-9)

61.    周緯千、李昇暾,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(ICIM2010),99年5月,成功大學。(ISBN:978-986-02-3453-4)。

 

62.    Li, S.-T. and Chou, W. C., Capturing decision knowledge of experts using fuzzy MCDM for telecommunication room power operation, Fourth International KMO Conference, Taipei, Taiwan, 2009.

63.    Chao-Chin Hsu, Sheng Tun Li, Chih-Chuan Chen, “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, August 2009. (poster)

64.    Cheng, Y.-C., Chen, C.-C., P. C. Chen, Li, S.-T., A fuzzy similarity measure for fuzzy time series, International Conference on Business and Information (BAI2009), July 6-8, 2009, Kuala Lumpur, Malaysia.

65.    Tsai, F.-C., Cheng, Y.-C., Li, S.-T., and Chen, C.-Y., 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, June 24-27, 2009 Tainan, Taiwan.

66.    Chen, C.-C., Hsu, C.-C., Cheng, Y.-C., Li, S.-T. and Chan, Y.-F., 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, June 24-27, 2009 Tainan, Taiwan.

67.    Chen, C.-C., Cheng, Y.-C., Hsu, C.-C., Li, S.-T., Knowledge Discovery on In Vitro Fertilization Clinical Data Using Particle Swarm Optimization, 9th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2009), June 22-24, 2009 Taichung, Taiwan.

68.    郭淑靜、莊政霖、許正忠、李昇暾,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年5月23日,台北世新大學。

69.    Chen, C. C., Cheng, Y.-C., Li, S.T., L.-Y. Tsai, A Fuzzy Match-based Forecasting Model for Fuzzy Time Series, The 20th International Conference on Information Management, May 23, 2009, Taipei.

70.    Tsai, M.-H., Li, S.-T., Chou, S., Managing knowledge assets based on durability and profitability, The 20th International Conference on Information Management, May 23, 2009, Taipei.

 

71.    許正忠、李昇暾、李政聰,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,2008年12月13日,台北。

72.    Hong, T.-P., Chen, H.-Y., Lin, C.-W., Li, S.-T., Incrementally fast updated sequential pattern trees, 2008 International Conference on Machine Learning and Cybernetics, 12-15 July 2008, Vol. 7, pp. 3991-3996, Kunming, China.

73.    Cheng, Y.-C., Li, S.-T., Chen, C.-C., The Assessment of Experts' Knowledge Quality on Repertory Grids, Proceedings of Business And Information (BAI2008), July 7-9, 2008, Seoul, S. Korea.

74.    Kuo, S.-C., Cheng, Y.-C., Li, S.-T., Chien, S.-M., A Vector Forecasting Model for Fuzzy Time Series, Proceedings of Business And Information (BAI2008), July 7-9, 2008, Seoul, S. Korea.

75.    Chen, C.-C., Cheng, Y.-C., Li, S.-T., Support Vector Machine with a Total Least Squares Approach, PAKDD 2008 Workshop on Data Mining for Decision Making and Risk Management (DMDRM08), 20-23 May, 2008, Osaca, Japan.

76.    許正忠、蔡明宏、李昇暾、洪子哲,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,2008/5/16~17,暨南國際大學。

77.    Li, S.-T., Huang, F., Lin, M. H., A concept-driven decision support system for DRG-based health insurance payment, Southwest Decision Sciences Institute Thirty-Ninth Annual Conference, March 4-8, 2008, Hyatt Regency, Houston, Texas.

 

78.    Hsu, C.-C., Li, S.-T., Chen, C.-C., Yang, T.-Y., An Enhanced ACO Algorithm for Multi-objective Maintenance Scheduling of Oil Tanks, The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Nov. 26-28, 2007, Kaohsiung, Taiwan.

79.    Li, S.-T., Ho, H.-F., Fuzzy Rating Framework for Knowledge Management, The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Nov. 26-28, 2007, Kaohsiung, Taiwan.

80.    Li, S.-T., Chen, C.-C., Li, J. W., A Multi-Objective Particle Swarm Optimization Algorithm for Rule Discovery, The Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Nov. 26-28, 2007, Kaohsiung, Taiwan.

81.    Lin, C., Lin, C.-M., Li, S.-T., Ju, T. L., The Development of Dentist Practice Profiles and Management: The Knowledge Discovery Approach, 38th Annual Meeting Decision Sciences Institute, Nov. 17-20, 2007, Phoenix, Arizona, USA.

82.    Li, S.-T., Lin, S.-Y., Cheng, Y.-C., A novel two-factor forecasting model for fuzzy time series, 6th International Congress on Industrial and Applied Mathematics, 16-20 July 2007, Zurich, Switzerland.

83.    Li, S.-T., Tsai, F.-C., Huang, H.-W., Knowledge Management System with Semi-Automatically Knowledge Capturing, International Conference on Business and Information July 11-13, 2007, Tokyo, Japan.

84.    Li, S.-T., Cheng, Y.-C., Lin, S.-Y., Kuo, S.-C., Deterministic Two-Factor High Order Fuzzy Time Series Forecasting Model, International Conference on Business and Information July 11-13, 2007, Tokyo, Japan.

85.    李昇暾、陳冠儒、薛兆亨、許蒞彥,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,2007年5月26日,台灣台北。

86.    Pan, J.-J. Pan, Liu, D., and Li, S.-T., Analysis of Adverse Events in Clinical Trials Using Data Mining, 28th Annual Meeting of the Society for Clinical Trials Full Conference, Montreal, Canada, May 20-23, 2007.

 

87.    Li, S.-T., Lin, C.-H., and Tsai, M.-H., “A Dynamic Taxonomy of Knowledge Assets: The Linkage of Knowledge Management with Strategy,” The 12th Asia Pacific Management Conference, November 17 - 19, 2006, Bangkok, Thailand.

88.    Li, S.-T., Ho, H.-F., “A Hybrid Intelligent Decision Model for Evaluating Financial Performance,” The 12th Asia Pacific Management Conference, November 17 - 19, 2006, Bangkok, Thailand.

89.    Li, S.-T., Tsai, F.-C., Kuo, S.-C. and Cheng, Y.-C., “Crime Trend Rule Discovery from time series using Fuzzy SOM Networks,” The 5th International Conference on Computational Intelligence in Economics and Finance, October 8-11, 2006, Kaohsiung City, Taiwan.

90.    Li, S.-T., Ho, H.-F., and Cheng, Y.-C., “Evolutionary Fuzzy Case-Based Reasoning for Financial Performance Ranking,” The 5th International Conference on Computational Intelligence in Economics and Finance, October 8-11, 2006, Kaohsiung City, Taiwan.

91.    Hsu, K., Li, S.-T., Huang, K., “Application of data mining to identify spatial and temporal characteristics of precipitation data,” 2006 Western Pacific Geophysics Meeting, July 24-27, Beijing, China.

92.    Li�x, S.-T. and Cheng, Y.-C., “A Hidden Markov Model-based Forecasting Model for Fuzzy Time Series,” 10th WSEAS International Conference on Systems, July 10-12, 2006, Athens, Greece.

93.    Li, S.-T., Shue, L.-Y., and Lee, S.-F., “Knowledge discovery for developing service strategy – a case study with ISP industry,” Knowledge Management in Organizations, June 13-14, 2006, Maribor, Slovenia.

94.    李昇暾、蔡明宏,一個文件式知識資產的評估模式,第17屆國際資訊管理學術研討會,2006年5月27日,台灣高雄。

95.    陳冠儒、薛兆亨、李昇暾,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17屆國際資訊管理學術研討會,2006年5月27日,台灣高雄。

 

96.    莊淑琳、李昇暾、張萬權,研發導向型組織導入知識管理策略與實務之研究,第十一屆資訊管理暨實務研討會,2005年12月10日,台灣台北。

97.    Li, S.-T. and Chang, W.-C., “Tuning Up Knowledge Discovery and Transfer: Ontology-Enhanced Knowledge Map for Metal R&D,” The 11th Asia Pacific Management Conference APMC-2005, Nov 18 - 20, 2005, Tainan, Taiwan.

98.    Tsai, F.-C., Kuo, S.-C., and Li, S.-T., “Crime Trend Discovery using Fuzzy SOM Networks,” The 11th Asia Pacific Management Conference APMC-2005, Nov 18 - 20, 2005, Tainan, Taiwan.

99.    Lee, S.-F., Shue, Li-Yen, and Li, S.-T., “Knowledge Discovery of ISP Customer Values,” The 11th Asia Pacific Management Conference APMC-2005, Nov 18 - 20, 2005, Tainan, Taiwan.

100.李淑芬、李昇暾、許蒞彥,應用商業智慧方法探討ISP公司服務管理之研究,商業智慧應用成果研討會,94年10月27日,正修科技大學。

101.陳業鵬、李昇暾,模糊約略集合法於電力能源管理決策之研究,中華民國第十三屆模糊理論及其應用會議,2005年9月30日-10月1日,高雄。

102.Li, S.-T., Shue, L.-Y., and Lee, S.-F., “Mining Usage Patterns for ISP Services,” International Conference of Pacific Rim Management, July 28-30, 2005, San Diego, U.S.A.

103.Lin, C.-M., Lin, C.H., Li, S.-T., Tsai, L., “The quality report cards approach to control the proportion of antibiotics prescribed by general practitioners,” 5th World Congress: Investing in Health, Barcelona, Spain, 10-13 July, 2005.

104.Li, S.-T., Cheng, Y. C., “A Deterministic Forecasting Model for Fuzzy Time Series,” The Fourth IASTED International Conference on Computational Intelligence, July 4-6, 2005, Calgary, Alberta, Canada.

105.Li, S.-T., Kuo, S.-C., “Discovering Financial Investment Strategy through Wavelet-based SOM Networks,” The 10th Annual Meeting of Asia-Pacific Decision Sciences Institute (APDSI 2005), June 28 - July 2, 2005, Taipei, Taiwan.

106.Chang, W.-C., Li, S.-T., “A Study of Exploiting and Transferring Presentational Knowledge Assets,” IACIS Pacific 2005 Conference, May 19-21, 2005, Taipei, Taiwan.

107.李淑芬、李昇暾、許蒞彥,以資料探勘方法深化ISP服務顧客關係管理之研究,2005年產業電子化運籌管理學術暨實務研討會,台灣澎湖,94 年 6 月 3 日。

108.范慧蘭,李昇暾,以本體論建構疾病分類知識庫系統,第四屆電子化企業經營管理理論暨實務研討會,92年5月21日,大葉大學

109.Li, S.-T., Lin, C.-H., “On the Distributed Management of SCORM-compliant Course Contents,” The IEEE 19th International Conference on Advanced Information Networking and Applications (AINA 2005), March 28 - March 30, 2005, Tamkang University, Taiwan.

 

110.李淑芬、李昇暾、許蒞彥,保險業導入顧客關係管理影響因素之研究,第十屆海峽兩岸資訊管理發展策略研討會,台灣高雄,2004/12/27~2004/12/28。

111.李昇暾、薛兆亨、陳冠儒,基於物件導向框架式財報分析專家系統之研究,第十屆資訊管理暨實務研討會(CSIM 2004),93年12月18日,台中技術學院。

112.李昇暾、郭淑靜、鄭亦君、何孟學,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,第十屆資訊管理暨實務研討會(CSIM 2004),93年12月18日,台中技術學院。

113.蔡馥璟,林敬貿,李昇暾,粗略集合理論應用於警力資源規劃之探討,第十屆資訊管理暨實務研討會(CSIM 2004),93年12月18日,台中技術學院。

114.張萬權,莊淑琳,李昇暾,研發導向型組織之知識管理系統建置模式-以金屬中心經驗為借鏡,第十屆資訊管理暨實務研討會(CSIM 2004),93年12月18日,台中技術學院。

115.李昇暾、林敬貿,以螞蟻族群最佳化演算法求解儲油槽維修排程問題之研究,中國工業工程年會暨學術研討會,93年12月18日,成功大學。

116.李昇暾 、郭淑靜、徐明龍、何孟學,金融投資交易決策知識發現之研究,中國工業工程年會暨學術研討會,93年12月18日,成功大學。

117.林純美、郭淑靜、林清河、李昇暾,全民健保基層醫療照護資源耗用型態知識發現研究,中國工業工程年會暨學術研討會,中國工業工程年會暨學術研討會,93年12月18日,成功大學。

118.林純美、林清河、李昇暾、蔡魯 ,全民健保西醫基層醫療資源耗用評量專家系統之建構,中國工業工程年會暨學術研討會,93年12月18日,成功大學。

119.Chang, W.-C., Chuang, S.-L., Li, S.-T., “A Case Study of Adopting Knowledge Management Systems for Research-Oriented Organizations: MIRDC's Experience,” Knowledge Management conference in Asia-Pacific 2004 (KMAP 2004), December 7-8, 2004.

120.Kuo, S.-C., Li, S.-T., Cheng, Y.-C., Ho, M.-H., “Knowledge Discovery with SOM Networks in Financial Investment Strategy,” Fourth International Conference on Hybrid Intelligent Systems (IEEE Press), December 06-08, 2004, Kitakyushu, Japan.

121.陳業鵬、李昇暾,以C-Means演算法與模糊重心法改進模糊時間序列預測模型之研究,第九屆人工智慧與應用研討會,台灣台北,2004/11/5-6。

122.李昇暾、林居鴻、楊棣焱,以知識管理技術深化數位學習成效之研究,TANET 2004台灣網際網路研討會,Oct. 27-29, 2003,台灣台東。

123.Lin, C., Li, S.-T., Hsu, M.-L., “Knowledge Discovery with Support Vector Machines in Investment Strategy Analysis,” International Conference on Operations and Quantitative Management (ICOQM-V), October 25-27, 2004, Seoul, South Korea.

124.Li, S.-T., L.-Y. Shue, S.-F. Lee, “The Study of Adopting Customer Relationship Management in the ISP,” 14th International Conference on Pacific Rim Management, Chicago, USA, July 29-31, 2004.

125.Li, S.-T., Y.-P. Chen, “Natural Partitioning-based Forecasting Model for Fuzzy Time-Series,” IEEE International Conference on Fuzzy Systems, Budapest, Hungary, July 25-29, 2004.

126.許瀚文、許蒞彥、李昇暾,語意式視覺化抽象程式設計法之研究,第十五屆物件導向技術及應用研討會,台南,2004/9/9。

127.Li, S.-T., Shue, L.-Y., Lee, S.-F., “The Study of Adopting Customer Relationship Management in the ISP,” The XIV ACME International Conference on Pacific Rim Management 2004 Annual Meeting Program, July 29-July 31, 2004, Schaumburg, Illinois.

128.李昇暾、蕭碧玉、莊淑琳,建構基於本體論鎂合金二次加工技術知識地圖之研究,第十五屆國際資訊管理學術研討會,台北,2004/5/29。

129.陳業鵬、李昇暾,以模糊灰包絡法建構區間預測模型之研究-以電力負載為例,第十五屆國際資訊管理學術研討會,台北,2004/5/29。

130.曾士育、李昇暾、徐明龍,以自組織映射圖神經網路探究台股投資決策,第十五屆國際資訊管理學術研討會,台北,2004/5/29。

131.Shue, L.-Y., Li, S.-T., and Hu, H.-C., “The Development of a Knowledge System for ISO 9001 Quality Management,” 6th International Conference on Enterprise Information Systems (ICEIS), 2004, Porto, Portugal.

132.黃奕霖、朱永昌、李昇暾,多解析度視覺法於ISP產業資料探勘之研究,2004電子商務與數位生活研討會,March 26-27, 2004, Taipei.

 

133.李昇暾、薛兆亨、陳冠儒、李羿儒,Web-based物件導向專家系統於財務報表分析之研究,第九屆資訊管理暨實務研討會(CSIM 2003),92年12月13日,大葉大學

134.李昇暾、張淵鈞、林居鴻、石欣民、林螢駿,基於Web Services架構符合SCORM標準之分散式LMS學習元件共享平台與目錄服務,第九屆資訊管理暨實務研討會(CSIM 2003),92年12月13日,大葉大學

135.李淑芬、李昇暾,ISP顧客關係管理之研究,第九屆資訊管理暨實務研討會(CSIM 2003),92年12月13日,大葉大學

136.李昇暾、游寶達,符合SCORM標準之分散式LMS學習元件共享平台與目錄服務,「數位學習國家型科技計畫」92年國科會計畫成果發表會,92年12月6日,台北

137.林螢駿、李昇暾、林居鴻、張淵鈞,邁向語意查詢的網路學習環境-Ontology與SCORM的結合運用,第四屆產業資訊管理學術暨新興科技實務研討會,輔仁大學,92年11月29日

138.施順賢、李昇暾、林珮珺,模糊決策理論於通信機房電力系統評估模式之研究,第四屆產業資訊管理學術暨新興科技實務研討會,輔仁大學,92年11月29日

139.張淵鈞、林居鴻、李昇暾,數位學習教材自動化管理-以整合SCORM與LDAP為例,TANET 2003台灣網際網路研討會,Oct. 29-31, 2003, Taipei, Taiwan.

140.Lee, H.-Y., Shue, L.-Y., Lee, Y.-J., Li, S.-T., “Building Knowledge- based System (KBS) for Drug-Drug Interaction (DDI) Query,” Medical Informatics Symposium in Taiwan (MIST 2003), October 17-19, 2003, Kaohsiung, Taiwan.

141.Lee, H.-Y., Shue, L.-Y., Lee, Y.-J., Li, S.-T., “Integrating Clinical Drug Information Databases using Knowledge Modeling Technique,” Medical Informatics Symposium in Taiwan (MIST 2003), October 17-19, 2003, Kaohsiung, Taiwan.

142.Li, S.-T., Hsieh, H.-C., Hsiao, P.-Y., “The Management of Debris Flow in Disaster Prevention using an Ontology-based Knowledge Management System,” The Third International Conference on Electronic Business (ICEB2003), 9 to 13 December 2003, Singapore.

143.Li, S.-T., Shiue, W., Huang, M.-H., Tseng, S.-Y., “Investment Strategy Analysis using Support Vector Machines,” The Third International Conference on Electronic Business (ICEB2003), 9 to 13 December 2003, Singapore.

144.Li, S.-T., Hsieh, H.-C., Chen, S.-C., Shyu, M.-L., Facilitating KMS Reusability by XML Binding Model, The 2003 IEEE International Conference on Information Reuse and Integration, October 27-29, 2003, Las Vegas, USA.

145.Li, S.-T. and Hsieh, H.-C., “Managing Operation Knowledge for the Metal Industry,” 3rd International Conference on Knowledge Management (i-KNOW '03), July 2-4 2003, Graz – Austria.

146.Li, S.-T., Hsieh, H.-C. and Sun, I-W., “An Ontology-based Knowledge Management System for the Metal Industry,” presented at The Twelfth International World Wide Web Conference (WWW2003), 20-24 May 2003, Budapest, HUNGARY.

147.Li, S.-T., Lin, C.-H., H.-C. Hsieh, “SCORM-compliant SMIL-enabled Multimedia Streaming E-Learning System in Java EJB Environment,” presented at The Twelfth International World Wide Web Conference 20-24 May 2003, Budapest, HUNGARY.

148.Li, S.-T. and Lin, C.-H., “On the Design of EJB Component-based SCORM-compliant Learning Management System,” 2003國際資訊管理學術研討會,嘉義, 2003/6/7-8.

149.李昇暾、朱永昌、黃奕霖,視覺化知識探勘深化ISP產業顧客關係管理之研究, 2003國際資訊管理學術研討會,嘉義, 2003/6/7-8

150.黃奕霖、黃釗娟、陳文生、李昇暾,商情知識萃取系統及其在零售業決策支援之應用,第二屆服務業行銷暨管理學術研討會,嘉義大學, 92年5月30日.

151.李昇暾、施順賢,運用模糊多評準則評估電信機房電力系統,第四屆電子化企業經營管理理論暨實務研討會,92年5月10日,大葉大學

152.朱永昌、黃奕霖、李昇暾,ISP產業顧客關係管理之研究,第四屆電子化企業經營管理理論暨實務研討會,92年5月10日,大葉大學

153.林秀宜、李昇暾,都會區捷運系統顧客滿意度之研究,第四屆電子化企業經營管理理論暨實務研討會,92年5月10日,大葉大學

154.曾士育、何孟學、李昇暾,智慧型台指期貨當沖交易決策之研究,第四屆電子化企業經營管理理論暨實務研討會,92年5月10日,大葉大學

155.李昇暾、陳業鵬,半導體廠電力契約需量決策之研究,第四屆電子化企業經營管理理論暨實務研討會,92年5月10日,大葉大學

156.李昇暾、林居鴻、馮志成、游合正、陳怡妃,符合SCORM標準的多媒體串流教材模型, 2003網路教學系統平台與內容標準化學術研討會, 92年4月18日, 高師大

 

157.Li, X., Chen, S.-C., Shyu, M.-L. Shyu, Li, S.-T., “A novel hierarchical approach to image retrieval using color and spatial information,” The Third IEEE Pacific-Rim Conference on Multimedia 2002 (PCM2002), Dec. 16-18, 2002, Hsinchu, Taiwan.

158.Li, S.-T., Chen, H.-C., and Hsieh, H.-C., “A SMIL-based Catalog Presentation System in Electronic Commerce,” The Second International Conference on Electronic Business (ICEB 2002), December 10-13, 2002, Taiwan

159.Chen, S.-C., Li, S.-T., Shyu, M.-L., Zhan, C., Zhang, C., “A Multimedia Semantic Model for RTSP-Based Multimedia Presentation Systems,” Fourth IEEE International Symposium on Multimedia Software Engineering (MSE2002), Newport Beach, California on December 11-13, 2002.

160.Hsieh, H.-C., Li, S.-T., Sun, I-W., Wu, Y.-C., Lu, Y.-C., “Ontology-based Knowledge Sharing System in the Metal Industry,” 2002第三屆產業資訊管理學術暨新興科技實務研討會, 11/30, 2002

161.曾士育、薛兆亨、李昇暾,加權股價指數價量籌碼知識發現之研究,2002第三屆產業資訊管理學術暨新興科技實務研討會, 11/30, 2002

162.顏敏仁、李昇暾,知識發現法應用於營建業經營策略管理之研究, 2002第三屆產業資訊管理學術暨新興科技實務研討會, 11/30, 2002

163.李昇暾、黃釗娟,流通零售業知識發現與分享之研究, 2002第三屆產業資訊管理學術暨新興科技實務研討會, 11/30, 2002

164.曾士育、薛兆亨、李昇暾,智慧型台指期貨當沖交易決策之研究,2002第三屆產業資訊管理學術暨新興科技實務研討會, 11/30, 2002

165.Li, S.-T., Shiue, W., Huang, M.-H., Tseng, S.-Y., Chen, W.-S. Chen, “Short-Term Liquidity Analysis using Support Vector Machines,” 第八屆資訊管理研究暨實務研討會, 高雄, 11/23, 2002.

166.李昇暾、蕭碧玉、黃奕霖、謝煌誌,土石流防救災知識管理系統之研究, 第八屆資訊管理研究暨實務研討會, 高雄, 11/23, 2002.

167.朱永昌、李昇暾,ISP產業邁向知識導向的顧客關係管理之研究, 第八屆資訊管理研究暨實務研討會, 高雄, 11/23, 2002.

168.曾士育、李昇暾,以自我組織網路映射圖探索股市投資決策之研究-以台灣加權股價指數為例, 第七屆人工智慧與應用研討會,中華民國九十一年十一月十五日, 朝陽科技大學

169.李天祥、曾士育、薛兆亨、李昇暾、以模糊語意塑模法萃取台灣上市大盤價量知識之研究, 第四屆永續發展管理研討會,民國九十一年十一月七日,屏東

170.黃釗娟、黃奕霖、李昇暾,以知識發現法解析市場商情知識之研究, 第四屆永續發展管理研討會,民國九十一年十一月七日,屏東

171.Li, S.-T. and Chen, S.-C., “Function Approximation using Robust Wavelet Neural Networks,” 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), November 4-6, 2002, pp. 483-488, Washington D.C., USA.

172.Li, S.-T., Ting, C.-K., Lee, C., Chen, S.-C., “Maintenance Scheduling of Oil Storage Tanks using Tabu-based Genetic Algorithm,” 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), November 4-6, 2002, pp. 209-215, Washington D.C., USA.

173.Li, S.-T., Lin, C.-H., Feng, C.-C., Chen, I-Fei, Yu, H.-C., “On the SCORM-compliant SMIL-enabled e-Learning System,” 2002年台灣網際網路研討會(TANET2002), 10/30-11/1, 2002, 新竹清大

174.Li, S.-T., Hsieh, H.-C., Huang, I-Lin, “campusKTV: Web-based KTV Services over Campus Broadband Networks,” 2002年台灣網際網路研討會(TANET2002), 10/30-11/1, 2002, 新竹清大

175.謝煌誌、李昇暾,基於本體論分散式知識管理系統之研究,2002年台灣網際網路研討會(TANET2002), 10/30-11/1, 2002, 新竹清大

176.黃釗娟、黃奕霖、李昇暾,知識管理於協同商務應用之研究, 2002知識管理及協同規劃研討會, 台中

177.Li, S.-T., Shue, L.-Y., and Sun, R. L., “A Genetic-annealing Approach to the Scheduling of Oil Tanks,” ACME International Conference on Pacific Rim Management, Aug. 1-3, 2002, LA, USA.

178.Shue, L.-Y. and Li, S.-T., “A University Timetabling System with both Hard & Soft Constraints: A Case Study,” ACME International Conference on Pacific Rim Management, Aug. 1-3, 2002, LA, USA.

179.Li, S.-T., Huang-Chih Hsieh, Ly-Yen Shue, Wen-Shen Chen, “PDA Watch for Mobile Surveillance Services,” IEEE International Workshop on Knowledge Media Networking, July, 10-12, 2002, CRL, Kyoto, Japan.

180.李昇暾、胡訓誠、謝煌誌、許蒞彥,「以本體論為基礎之分散式文件知識管理系統」,2002數位生活與網際網路科技研討會,台灣台南,九十一年六月二十七~二十八日。

181.孫思源、李昇暾、周斯畏、朱彩馨,掃描器產業競爭策略模式之多個案比較-由公司及功能層次上探討, 2002陸軍官校綜合學術研討會, 九十一年六月, 高雄

182.李昇暾、李天祥,「以模糊語意塑模法萃取內隱決策知識之研究」,第十三屆國際資訊管理學術研討會,九十一年五月二十五日。

183.張國雄、李昇暾,「商情知識發現法於流通業資訊中介體之研究,第十三屆國際資訊管理學術研討會」,九十一年五月二十五日。

184.李昇暾、蕭碧玉、葉仙帶,「以基因–退火演算法優化儲油槽維修排程之 研究-以國內某大油公司為例」,第十三屆國際資訊管理學術研討會,九十一年五月二十五日。

185.楊志祥、蕭碧玉、李昇暾,「演化型模糊案例式推理系統於財報分析應用之研究」,第五屆全國經營實務專題成果發表研討會,九十一年五月十八日,雲科大(獲優勝獎)。

186.黃釗娟、李昇暾,「以知識發現法深化零售業消費行為之研究」,e世紀的挑戰國際學術研討會,台北,民九十一年三月二十二日。

187.Chen, I.-R., Li, S.-T., and Yen, I.-L., “QoS Control Algorithms Based on Benefit Optimization for Video Servers Providing Differentiated Services,” Second International Workshop on Intelligent Multimedia Computing and Networking (IMMCN'2002) In conjunction with Sixth Joint Conference on Information Sciences (JCIS'2002), March 8 -- 12, 2002, Durham, North Carolina, USA.

188.Chen, S.-C., Li, S.-T., Chen, H.-C., Shyu, M.-L. and Zhang, C., “Streaming SMIL Presentations via a Multimedia Semantic Model,” Second International Workshop on Intelligent Multimedia Computing and Networking (IMMCN'2002) In conjunction with Sixth Joint Conference on Information Sciences (JCIS'2002), March 8 -- 12, 2002, Durham, North Carolina, USA.

 

189.張國雄、李昇暾,「以資料探勘法活化商情知識分享之研究」,第七屆資訊管理研究暨實務研討會,民九十年十二月十五日,台北,光碟。

190.林金木、李昇暾、薛兆亨,「以演化型模糊模式探勘內隱決策知識之研究」,第七屆資訊管理研究暨實務研討會,民國九十年十二月十五日,台北,光碟。

191.黃釗娟、李昇暾、周庭銳,「商情知識發現之研究-以便利商店為例」,第五屆中華民國商業流通研討會,民九十年十一月二十九至三十日,高雄。

192.Shue, L.-Y., Li, S.-T., and Zamani, R. “An Intelligent Heuristic Algorithm for Project Scheduling Problems,” 2001 Annual Meeting of Decision Sciences Institute, San Francisco, USA, Nov. 17-20, 2001, CD-ROM.

193.Li, S.-T. and Shue, L.-Y. “Discovery of CPA's Tacit Decision Knowledge Using Fuzzy Modeling,” The Pacific Asian Conference on Intelligent Systems 2001 (PAIS 2001), November 16-17, Coex, Seoul, Korea.

194.Li, S.-T. and Shue, L.-Y., “A Framework for Developing Interoperable Knowledge Discovery System,” The Pacific Asian Conference on Intelligent Systems 2001 (PAIS 2001), November 16-17, Coex, Seoul, Korea.

195.李昇暾、蕭碧玉、呂家源、謝煌誌,「數位館際合作決策支援系統之研究」,2001台灣區網際網路研討會(TANET2001),下冊頁一~六,民國九十年十月二十四至二十六日,嘉義。

196.張國雄、李昇暾,「資料探勘在商情知識共享之研究」,第三屆永續發展管理研討會-知識產業經營與管理,民國九十年十月三日,國立屏東科技大學。

197.黃釗娟、李昇暾、周庭銳,「以資料探勘挖掘零售業顧客潛在特徵之研究」, 第三屆永續發展管理研討會-知識產業經營與管理,民國九十年十月三日國立屏東科技大學。

198. 蔡坤穆、李昇暾、蔡明志,「以代理人為基礎電子商務後勤服務系統設計與開發」,第三屆永續發展管理研討會-知識產業經營與管理,民國九十年十月三日,國立屏東科技大學,

199.Li, S.-T., “Leveraging a Web-aware SOM Tool for Clustering and Visualization," to be presented in The First Asia-Pacific Conference on Web Intelligence (WI-2001), Maebashi City, Japan October 23-26, 2001.

200.Li, S.-T., Chen, I.-R. and H.-C. Hsieh, “An Open RTSP-based Multimedia Presentation System," The Seventh International Conference on Distributed Multimedia Systems (DMS'2001), Tamkang University, Taipei, Taiwan, September 26-28, 2001.

201.Li, S.-T. and H.-C. Chen, “An Architecture-neutral Approach to Web-based Synchronized Multimedia Presentations with RTP Video Streams,” The Seventh International Conference on Distributed Multimedia Systems (DMS'2001), Tamkang University, Taipei, Taiwan, September 26-28, 2001.

202.Shyu, M. L., Chen, S.-C., Haruechaiyasak, C., Shu, C. M., and Li, S.-T., “Disjoint Web Document Clustering and Management in Electronic Commerce,” The Seventh International Conference on Distributed Multimedia Systems (DMS'2001), Tamkang University, Taipei, Taiwan, September 26-28, 2001.

203.L.-Y. Shue and Li, S.-T., “A Logistics Infomediary for Cargo Tracking,” 2001 ACME International Conference on Pacific Rim Management in Toronto, Canada, August 2-6, 2001.

204.Chen, I.-R. and Li, S.-T., “A Cost-Based Admission Control Algorithm for Handling Mixed Workloads in Multimedia Server Systems,” IEEE 2001 International Conference on Parallel and Distributed Systems (ICPADS'2001), KyongJu City, Korea on June 26 to 29, 2001.

205.Ting, C.-K, Li, S.-T., C. Lee, “TGA: A New Integrated Approach to Evolutionary Algorithms,” Proceedings of the IEEE 2001 Congress on Evolutionary Computation, Korea, 2001, Vol. 2, pp. 917 -924.

206.Li, S.-T. and Shue, L.-Y., “Towards XML-enabling E-Commerce Infomediary A Case Study in Cargo Tracking,” Proceedings of the 34th Hawaii     International Conference on System Sciences (HICSS-34), January 3-6, 2001, Maui, Hawaii (CD-ROM), IEEE Press, 9 pages.

207.Li, S.-T., Chen, S.-C., and Shyu, M. L., “A Live TV-quality Distance Learning Multimedia Presentation System for Education,” Proceedings of the 34th Hawaii     International Conference on System Sciences (HICSS-34), January 3-6, 2001, Maui, Hawaii (CD-ROM), IEEE Press, 9 pages.

208.Li, S.-T., “Interoperable Web-based Data Mining System by Java Distributed Object Computing,” Proceedings of the 34th Hawaii International Conference on System Sciences (HICSS-34), January 3-6, 2001, Maui, Hawaii (CD-ROM), IEEE Press, 10 pages.

 

209.李昇暾、林金木、謝煌誌,「分散式智慧型決策支援系統及其在財報分析之應用」,2000年財金資訊系統學術暨實務研討會, 台北, 政大, Dec. 25, 2000.

210.Shuy, M.-L., Chen, S.-C., and Li, S.-T., “Incorporation of Data Mining and Domain Knowledge for Discovering Quasi-equivalence Database Relationships,” Procs. of the International Computer Symposiums, Taiwan, 2000, pp. 65-71.

211.Ting, C.-K., Lee, C., and Li, S.-T., “A Novel Hybrid Optimization Algorithm based on Genetic Algorithm and Tabu Search,” Procs. of the International Computer Symposiums, Taiwan, 2000, pp. 157-162.

212.Li, S.-T. and Li, T.-S., “Distributed Self-organization Map Networks,” Procs. of the Fifth Conference on Artificial Intelligence and Applications (TAAI2000), Taipei, Nov. 17, 2000, pp. 92-98.

213.Li, S.-T., Lin, J.-J., Chou, W.-R., Kuo, P.-I., and Hsieh, H.-C., “Campus Multimedia Integrated Services in IP-based Broadband Networks,” Procs of 2000 Taiwan Area Network Conference (Best paper, TANET2000), Taiwan, Aug. 19-21, 2000, pp. 711-718.

214.Li, S.-T., Chen, S.-C., and Shyu, M.-L, “A Presentation Semantic Model for Asynchronous Distance Learning Paradigm,” The 8th ACM Multimedia Conference, Los Angeles, USA, October 30 - November 3, 2000, pp. 404-406.

215.Li, S.-T., Shue, L.-Y., and Shiue, W., “A Scheme for Developing a Short-term Liquidity Decision Model,” The International Association for Computer Information Systems (IACIS2000), Las Vegas, Nevada, USA, October 4-8, 2000, pp. 257-262.

216.李昇暾、薛兆亨,運用知識擷取法與類神經網路建構財報專家之決策模式, 第十一屆全國資訊管理學術研討會,台灣,高雄,May 2000, 光碟出版.

217.Li, S.-T., “Towards Java-centric TV-quality Distance Learning Services,” Procs. of the 2000 International Conference on Chinese Language Computing (ICCLC2000) in conjunction with Twelfth International Conference on Software Engineering and Knowledge Engineering, Chicago, USA, 2000, pp. 203-209.

218.Li, S.-T., T.-S. Li and S.-W. Chou, “JTViewer: A Java JMF-based Viewer for Real-time TV-like Streams,” Procs. of the 2000 International Workshop on Internet in conjunction with The 20th IEEE International Conference on Distributed Computing Systems (ICDCS) Workshops, Taipei, Taiwan, 2000, pp. A69-A75.

219.Li, S.-T., “Web Mining for Discovering Spatio-temporal Patterns,” Procs. of the 2000 International Workshop of Knowledge Discovery and Data Mining in the World-Wide Web in conjunction with The 20th IEEE International Conference on Distributed Computing Systems (ICDCS) Workshops, Taipei, Taiwan, 2000, pp. F58-64.

220.Li, S.-T., Chen, W.-S., and Li., T.-S., “A Java JMF-based Architecture for Presenting IP/TV Multicast RTP Streams,” Procs. of the Fifth Joint Conference on Information Science, Atlantic City, New Jersey, USA, February 27 to March 3, 2000, Vol. II, pp. 476-479.

221.Chou, S.-W., Sun, S.-Y., Ju, S.-M., and Li, S.-T., “Distance Learning Environment Analysis,” Procs. of the Fifth Joint Conference on Information Science, Atlantic City, New Jersey, USA, February 27 to March 3, 2000, Vol. II, pp. 541-544.

222.Li, S.-T. and Pan, J.-J., “Multi-resolution Spatio-temporal Data Mining for the Study of Air Pollutant Regionalization,” Proceedings of the 33th Hawaii     International Conference on System Sciences (HICSS-33), January 4-7, 2000, Maui, Hawaii (CD-ROM), IEEE Press, 7 pages.

223.Li, S.-T., Shue, L.-Y., and Shiue, W., “The Development of A Financial Decision Model via Verbal Protocol Analysis and Neural Networks,” Proceedings of the 33th Hawaii International Conference on System Sciences (HICSS-33), January 4-7, 2000, Maui, Hawaii (CD-ROM), IEEE Press, 7 pages.

 

224.李昇暾、林金木、薛兆亨,以基因演算法擷取個別財報分析專家之模糊決策知識•第五屆資訊管理研究暨實務研討會,1999 (CD-ROM)。

225.李昇暾,李天祥、蔡坤穆,以Java Servlet網路運算為機制的電子商務貨物追蹤查詢系統•第三屆中華民國商業流通研討會,1999,頁281-287。

226.李昇暾、薛兆亨,結合口語草稿分析法與類神經網路於個別財報分析專家決策模式之建立• 亞太金融中心研討會•1999。

227.孫思源、朱彩馨、李昇暾,我國掃描器產業競爭策略模式之彙總研究,1999中華民國科技管理論文研討會。

228.李昇暾、林金木、張國盛、李天祥,植基於Java/CORBA物件式Web運算模式之研究: 以多媒體視訊物件之訊息交換為例,TANET'99,1999 (光碟版)。

229.李昇暾、陳文生、周斯畏、朱志祥、林裕仁、盧佩吟,以JAVA運算為機制之非同步視訊多媒體互動式遠距教學系統,TANET'99,1999 (光碟版)。

230.周斯畏、李昇暾、楊偉正、馮玉香、謝青雄﹐Web學習環境的實作﹐教育部TANET學術研討會,1999年10月(光碟版).

231.Lee, C.-C., Doong, H.-S., Sun, S.-Y., Li, S.-T., and Chou, S.-W., “A Systematic Architecture of Intelligent Shopper in Electronic Commerce,” Procs. of the First International Workshop on Software Engineering and Multimedia Applications (SEMA'99) in conjunction with The 11th International Conference on Systems Research, Informatics and Cybernetice, August 3 - 5, 1999, Baden-Baden, Germany, pp. 86-90.

232.Chou, S.-W. and Li, S.-T., “A Web-based Intelligent Learning System,” Procs. of the First International Workshop on Software Engineering and Multimedia Applications (SEMA'99) in conjunction with The 11th International Conference on Systems Research, Informatics and Cybernetice, August 3 - 5, 1999, Baden-Baden, Germany, pp. 71-75.

233.Li, S.-T., “On the Multiscale Analysis of Spatio-temporal Data Mining,” 第十屆國際資訊管理學術研討會,台灣,中壢,June 1999,pp. 165-170.

 

234.Li, S.-T., “A Multiscale Study of Spatiotemporal Data Mining -- Case Study: Precipitation Pattern Analysis,” International Computer Symposium, Taiwan, Dec. 1998, pp. 109-115.

235.李昇暾•薛兆亨,「以機率型類神經網路建立財管專家之決策模式」,第四屆國際資訊管理暨實務研討會,Sept. 1998。

236.李昇暾等,「基於Java-enabled主從式計算模式之電腦教室即時管理資訊系統」,第四屆國際資訊管理暨實務研討會,Sept. 1998 (CD-ROM)。

237.Li, S.-T. and Shih, M.-Y., “A Multi-tier Java-enabled Paradigm of Intelligent Message Exchange in Cyberspace,” Procs. Of the 5th. Int’l Workshop on Distributed Multimedia Systems (DMS),” Taipei, July 1998, pp. 183-187.

238.李昇暾•施明毅,「網際空間智慧型訊息交換之整合型保全監視服務」,第三屆資訊管理學術暨警政資訊實務研討會,May 1998,頁233-240。

 

239.Shih, T., Yen, S.H., Kuo, C.H., Wang, Y.H, Chang, A.Y. and Li, S.-T., “An ICON Programming Technique for Multimedia Presentation Designs,” IEEE International Conference on Intelligent Processing Systems, Beijing, China, 1997, Vol. 2, pp. 1678 -1682.

240.Li, S.-T. and Leiss, E., “Pattern Classification using Robust RBF Networks,” International Computer Symposium, Taiwan, 1996.12.

241.Li, S.-T. and Leiss, E., “Constructing Stochastic Networks via β-RBF Networks,” IEEE International Conference on Neural Networks, USA, June 3-6, 1996, pp. 19-24.

242.Li, S.-T. and Leiss, E., “Towards Positive-Breakdown Radial Basis Function Networks,” Procs. of the IEEE International Conference on Tools with Artificial Intelligence, USA, Nov. 1995, pp. 98-105.

243.Li, S.-T. and Leiss, E., “Robust Learning in Feedforward Neural Networks with GMDP Units,” International Symposium on Artificial Neural Networks, Taiwan, 1994.12.

244.Li, S.-T. and Leiss, E., “Enhancing Robust Learning in Multilayer Perceptrons,” The 6th Int’l Conf. on Artificial Intelligence and Expert Systems Applications, USA, 1994.7.

245.Pan, J.-J. and Li, S.-T., “A Study of Linearized Index Generalization Using Multi-Spectral Image for Environmental Monitoring,” IEEE International Geoscience and Remote Sensing Symposium (IGARSS '94), 1994, Vol. 1, pp. 117-119.

246.Li, S.-T., Chen, Y.-W. and Leiss, E., “GMDP: A Novel Unified Neuron Model for Multilayer Feed forward Neural Networks,” IEEE International Conference on Neural Networks, 1994, Vol. 1, pp. 107 -112.

247.Pan, J.-J. and Li, S.-T., “A Moment-Based Pyramid Compression for Progressive Image Transmission,” The 17th Quadrennial Int’l Congress for Photogrammetry and Remote Sensing, 1992.

 

 

E.    Books

 

1.      李昇暾、詹智安編著,「Android雲端實務程式設計」,�眳p出版有限公司,民101年2月一版。

2.      李昇暾審定,「決策支援與企業智慧系統」,華泰文化,民100年8月一版。

3.      李昇暾、詹智安編著,「Java物件導向程式設計」,旗標出版有限公司,民96年11月一版。

4.      李昇暾、詹智安編著,「Java Web Services實務程式設計」,旗標出版有限公司,民93年6月出版。

5.      李昇暾、詹智安編著,「Java實務程式設計」,旗標出版有限公司,民92年2月出版。

6.      李昇暾、詹智安編著,「Java進階實務設計」,儒林圖書公司,民91年5月出版。

7.      李昇暾、詹智安編著,「Java實用程式設計」,松崗圖書公司,一版八刷,May 2001。

8.      李昇暾、何丁武編譯,「Java 與JDBC 資料庫設計:導論與參考手冊」,松崗圖書公司,Sept. 1998。

9.      Li, S.-T., Spatiality and Stochasticity in Artificial Neural Networks, Ph.D. Dissertation, University of Houston, 1995.5.

10.  李昇暾、洪玉琳編譯,「資料結構-使用C語言」,松崗圖書公司,1990。

11.  Li, S.-T., Earley’s Algorithm Based - Attribute-Directed Inference Engine with an NLF Editor. Master Thesis, Tamkang University, 1987.