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Research Output 1994 2019

A Best-Match Forecasting Model for High-Order Fuzzy Time Series

Cheng, Y. C. & Li, S-T., 2013 Oct 18, Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective. Pedrycz, W. & Chen, S-M. (eds.). p. 331-345 15 p. (Intelligent Systems Reference Library; vol. 47).

Research output: Chapter in Book/Report/Conference proceedingChapter

time series
Time series
song
Taiwan
uncertainty
6 Citations (Scopus)
Access control
Multimedia systems
Servers
Costs
Digital libraries
2 Citations (Scopus)

Adaptive QoS control based on benefit optimization for video servers providing differentiated services

Chen, I. R., Li, S-T. & Yen, I. L., 2005 Feb 1, In : Multimedia Tools and Applications. 25, 2, p. 167-185 19 p.

Research output: Contribution to journalArticle

Quality of service
Servers
Throughput
Video streaming

A deterministic forecasting model for fuzzy time series

Li, S-T. & Cheng, Y. C., 2005 Dec 1, Proceedings of the IASTED International Conference on Computational Intelligence. p. 25-30 6 p. (Proceedings of the IASTED International Conference on Computational Intelligence; vol. 2005).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
21 Citations (Scopus)

A dynamic taxonomy for managing knowledge assets

Li, S. T. & Tsai, M. H., 2009 Apr 1, In : Technovation. 29, 4, p. 284-298 15 p.

Research output: Contribution to journalArticle

Taxonomies
Asset management
Knowledge management
Taxonomy
Knowledge assets
81 Citations (Scopus)

A FCM-based deterministic forecasting model for fuzzy time series

Li, S. T., Cheng, Y. C. & Lin, S. Y., 2008 Dec 1, In : Computers and Mathematics with Applications. 56, 12, p. 3052-3063 12 p.

Research output: Contribution to journalArticle

Fuzzy Time Series
Fuzzy C-means
Forecasting
Time series
Fuzzy C-means Clustering
28 Citations (Scopus)

A frame knowledge system for managing financial decision knowledge

Shiue, W., Li, S-T. & Chen, K. J., 2008 Oct 1, In : Expert Systems With Applications. 35, 3, p. 1068-1079 12 p.

Research output: Contribution to journalArticle

Knowledge based systems
Decision making
Reusability
Knowledge representation
Knowledge management
37 Citations (Scopus)

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

Li, S. T. & Tsai, F. C., 2013 Feb 1, In : Knowledge-Based Systems. 39, p. 23-33 11 p.

Research output: Contribution to journalArticle

Formal concept analysis
Testbeds
Classifiers
Conceptualization
Text mining
2 Citations (Scopus)
Scheduling
Heuristic algorithms
Learning algorithms
Availability
Costs
8 Citations (Scopus)

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

Li, S. T. & Cheng, Y. C., 2006 Aug 1, In : WSEAS Transactions on Systems. 5, 8, p. 1919-1924 6 p.

Research output: Contribution to journalArticle

Hidden Markov models
Time series
Linguistics
Experiments
Temperature
2 Citations (Scopus)

A Java-centric distributed object-based paradigm for surveillance services and visual message exchange

Li, S. T. & Chen, W. S., 1999 Dec 1, In : Journal of Visual Languages and Computing. 10, 6, p. 625-639 15 p.

Research output: Contribution to journalArticle

User interfaces
Internet
Common object request broker architecture (CORBA)
Computer systems programming
Computer operating systems

A Java JMF-based Architecture for Presenting IP/TV Multicast RTP Streams

Li, S-T., Chen, W. S. & Li, T. S., 2000 Dec 1, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 2. Wang, P. P. & Wang, P. P. (eds.). 2 ed. p. 476-479 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multicasting
Routers
Internet
Costs
3 Citations (Scopus)

A knowledge discovery approach to supporting crime prevention

Li, S. T., Tsai, F. C., Kuo, S. C. & Cheng, Y. C., 2006 Dec 1, Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. CIEF-183. (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crime
Law enforcement
Linguistics
Data mining
Time series
1 Citation (Scopus)

A live TV-quality distant learning multimedia presentation system for education

Li, S-T., Chen, S. C. & Shyu, M. L., 2001 Jan 1, In : Proceedings of the Hawaii International Conference on System Sciences. 1 p., 215.

Research output: Contribution to journalArticle

Education
Distance education
Semantics
Data structures
Visualization
3 Citations (Scopus)

A multimedia semantic model for RTSP-based multimedia presentation systems

Chen, S. C., Li, S-T., Shyu, M. L., Zhan, C. & Zhang, C., 2002 Jan 1, Proceedings - 4th International Symposium on Multimedia Software Engineering, MSE 2002. Institute of Electrical and Electronics Engineers Inc., p. 124-131 8 p. 1181604. (Proceedings - 4th International Symposium on Multimedia Software Engineering, MSE 2002).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Videocassette recorders
Media streaming
Remote control
Synchronization
4 Citations (Scopus)

A multi-objective particle swarm optimization algorithm for rule discovery

Li, S. T., Chen, C. C. & Li, J. W., 2007 Dec 1, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. p. 597-600 4 p. 4457780. (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Particle swarm optimization (PSO)
Multiobjective optimization
Particle swarm optimization
Optimization problem
Multiple objectives
2 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Taiwan
Health
National Health Programs
Pharmaceutical Preparations
Disaster Victims
1 Citation (Scopus)

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

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

Research output: Contribution to journalArticle

Deletion
Efficient Algorithms
Sequential Patterns
Mining
Customers
1 Citation (Scopus)

An enhanced ACO algorithm for multi-objective maintenance scheduling of oil tanks

Hsu, C. C., Li, S-T., Chen, C. C. & Yang, T. Y., 2007 Dec 1, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. p. 593-596 4 p. 4457779. (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Oil tanks
Ant colony optimization
Scheduling
Tabu search
Oil
15 Citations (Scopus)

An enhanced deterministic fuzzy time series forecasting model

Li, S. T. & Cheng, Y. C., 2009 Apr 1, In : Cybernetics and Systems. 40, 3, p. 211-235 25 p.

Research output: Contribution to journalArticle

Time series
Redundancy
Fuzzy logic
Costs
3 Citations (Scopus)

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

Tsai, M. H., Li, S. T. & Lin, C., 2012 Dec 1, In : Asia Pacific Management Review. 17, 4, p. 343-360 18 p.

Research output: Contribution to journalArticle

Knowledge assets
Competitive advantage
Manufacturing
Profitability
Durability
28 Citations (Scopus)

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

Li, S-T., Kuo, S. C. & Tsai, F. C., 2010 Jan 1, In : Expert Systems With Applications. 37, 10, p. 7108-7119 12 p.

Research output: Contribution to journalArticle

Crime
Self organizing maps
Law enforcement
Linguistics
Data mining
3 Citations (Scopus)

A novel hierarchical approach to image retrieval using color and spatial information

Li, X., Chen, S. C., Shyu, M. L., Li, S-T. & Furht, B., 2002 Jan 1, Advances in Multimedia Information Processing - PCM 2002 - 3rd IEEE Pacific Rim Conference on Multimedia, Proceedings. Chen, Y-C., Chang, L-W. & Hsu, C-T. (eds.). Springer Verlag, p. 175-182 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2532).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spatial Information
Image retrieval
Image Retrieval
Color
Segmentation
3 Citations (Scopus)

A platform-neutral live IP/TV presentation system

Li, S-T., 2002 Jan 1, In : Information sciences. 140, 1-2, p. 33-52 20 p.

Research output: Contribution to journalArticle

Internet
Media streaming
Routers
Multicast
Computer systems
1 Citation (Scopus)

Applying MDL in PSO for learning Bayesian networks

Kuo, S. C., Wang, H. J., Wei, H. Y., Chen, C. C. & Li, S. T., 2011 Sep 27, FUZZ 2011 - 2011 IEEE International Conference on Fuzzy Systems - Proceedings. p. 1587-1592 6 p. 6007570. (IEEE International Conference on Fuzzy Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Bayesian Networks
Particle swarm optimization (PSO)
Particle Swarm Optimization
Structure Learning
2 Citations (Scopus)

A presentation semantic model for asynchronous distance learning paradigm

Li, S. T., Chen, S. C. & Shyu, M. L., 2000 Dec 1, p. 404-406. 3 p.

Research output: Contribution to conferencePaper

Distance education
Semantics
Learning systems
21 Citations (Scopus)

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

Li, S-T. & Chen, C. C., 2015 Oct 1, In : IEEE Transactions on Fuzzy Systems. 23, 5, p. 1713-1727 15 p., 6965607.

Research output: Contribution to journalArticle

Prior Knowledge
Monotonic
Support vector machines
Data mining
Monotonicity
4 Citations (Scopus)

A steady-state probabilities model for fuzzy time series forecasting

Kuo, S. C., Chen, C. C., Chen, H. Y., Li, S. T. & Wang, H. J., 2016 Aug 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 615-619 5 p. 7557685. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Linguistics
Regression analysis
Logistics
Mathematical models
31 Citations (Scopus)

A stochastic HMM-based forecasting model for fuzzy time series

Li, S. T. & Cheng, Y. C., 2010 Oct 1, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 40, 5, p. 1255-1266 12 p., 5356151.

Research output: Contribution to journalArticle

Time series
Taiwan
Monte Carlo Method
Experiments
Stochastic models

A strategic bargaining decision support model for project-based alliance

Yan, M. R. & Li, S. T., 2011 Aug 10, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - MCDM 2011: 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making. p. 121-128 8 p. 5949262. (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - MCDM 2011: 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Game theory
Fuzzy sets
Decision support model
Alliances
5 Citations (Scopus)

A study of logistics infomediary in air cargo tracking

Li, S. T. & Shue, L. Y., 2003 Jan 1, In : Industrial Management and Data Systems. 103, 1-2, p. 5-13 9 p.

Research output: Contribution to journalArticle

Logistics
Air
Industry
Productivity
Infomediary
16 Citations (Scopus)

A Survey of Distance Education Challenges and Technologies

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., Lin, F., Liu, J., Sala, N. & Wang, Y. H., 2003 Jan, In : International Journal of Distance Education Technologies (IJDET). 1, 1, p. 1-20 20 p.

Research output: Contribution to journalArticle

Distance education
education
virtual university
Educational technology
Communication
26 Citations (Scopus)

A vector forecasting model for fuzzy time series

Li, S-T., Kuo, S. C., Cheng, Y. C. & Chen, C. C., 2011 Apr 1, In : Applied Soft Computing Journal. 11, 3, p. 3125-3134 10 p.

Research output: Contribution to journalArticle

Time series
13 Citations (Scopus)

A web-aware interoperable data mining system

Li, S. T., 2002 Feb 1, In : Expert Systems With Applications. 22, 2, p. 135-146 12 p.

Research output: Contribution to journalArticle

Data mining
Electronic commerce
Air pollution
Interoperability
Computer programming languages
16 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Taxonomies
profitability
taxonomy
Profitability
assets
49 Citations (Scopus)

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

Li, S. T., Shue, L. Y. & Lee, S. F., 2008 Oct 1, In : Expert Systems With Applications. 35, 3, p. 739-754 16 p.

Research output: Contribution to journalArticle

Internet service providers
Competitive intelligence
Telecommunication industry
Deregulation
Self organizing maps
4 Citations (Scopus)

Chain based sampling for monotonic imbalanced classification

González, S., García, S., Li, S-T. & Herrera, F., 2019 Feb 1, In : Information sciences. 474, p. 187-204 18 p.

Research output: Contribution to journalArticle

Monotonic
Sampling
Monotonicity
Oversampling
Classifiers
76 Citations (Scopus)
wavelet
transform
periodicity
disaster
principal component analysis

Comprehensible knowledge discovery using particle swarm optimization with monotonicity constraints

Chen, C. C., Hsu, C. C., Cheng, Y. C., Li, S. T. & Chan, Y. F., 2009 Dec 1, Opportunities and Challenges for Next-Generation Applied Intelligence. Chien, B-C. (ed.). p. 323-328 6 p. (Studies in Computational Intelligence; vol. 214).

Research output: Chapter in Book/Report/Conference proceedingChapter

Particle swarm optimization (PSO)
Data mining
Classifiers
8 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Knowledge management
knowledge management
assets
expert knowledge
visualization
4 Citations (Scopus)

Conceptual-driven classification for coding advise in health insurance reimbursement

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

Research output: Contribution to journalArticle

Health insurance
Health Insurance Reimbursement
International Classification of Diseases
Cerebrovascular Disorders
Patient Discharge Summaries

Constraint selection on monotonic support vector classifiers

Chen, C. C., Chuang, H. C., Cheng, Y. C. & Li, S. T., 2016 Aug 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 641-646 6 p. 7557691. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Classifiers
Data mining

Constructing stochastic networks via β-RBF networks

Li, S. T. & Leiss, E. L., 1996 Jan 1, p. 19-24. 6 p.

Research output: Contribution to conferencePaper

Radial basis function networks
Neural networks
10 Citations (Scopus)

Constructing tree-based knowledge structures from text corpus

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

Research output: Contribution to journalArticle

Macros
Navigation
29 Citations (Scopus)

Credit rating with a monotonicity-constrained support vector machine model

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

Research output: Contribution to journalArticle

Support vector machines
Experiments
77 Citations (Scopus)

Data mining to aid policy making in air pollution management

Li, S-T. & Shue, L. Y., 2004 Oct 1, In : Expert Systems With Applications. 27, 3, p. 331-340 10 p.

Research output: Contribution to journalArticle

Air pollution
Air quality
Data mining
Wavelet transforms
Monitoring

Deep Learning for Monotonic Support Vector Machines

Lo, M. C., Tsai, B. H. & Li, S-T., 2019 Apr 16, Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 530-535 6 p. 8693415. (Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
neural network
learning
ability
knowledge
5 Citations (Scopus)

Deploying knowledge management in R&D workspaces

Chang, W. C. & Li, S. T., 2010 Dec 1, Innovative Knowledge Management: Concepts for Organizational Creativity and Collaborative Design. IGI Global, p. 56-76 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

knowledge management
metal industry
research and development
private sector
public sector
7 Citations (Scopus)

Design and evaluation of a layered thematic knowledge map system

Li, S. T. & Chang, W. C., 2008 Dec 1, In : Journal of Computer Information Systems. 49, 2, p. 92-103 12 p.

Research output: Contribution to journalArticle

evaluation
Navigation
patent
performance
Self organizing maps
76 Citations (Scopus)

Deterministic fuzzy time series model for forecasting enrollments

Li, S-T. & Cheng, Y. C., 2007 Jun 1, In : Computers and Mathematics with Applications. 53, 12, p. 1904-1920 17 p.

Research output: Contribution to journalArticle

Fuzzy Time Series
Time Series Models
Fuzzy Model
Forecasting
Time series