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Research Output 1994 2019

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Conference contribution
2019

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
2017

Text-Mining Application on CSR Report Analytics: A Study of Petrochemical Industry

Liu, S. H., Chen, S. Y. & Li, S-T., 2017 Nov 15, Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017. Hashimoto, K., Fukuta, N., Matsuo, T., Hirokawa, S., Mori, M. & Mori, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 76-81 6 p. 8113215. (Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017).

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

Petrochemicals
Food safety
Explosions
Industry
Pipelines
2016
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

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
2 Citations (Scopus)

Hedonic analysis for consumer electronics using online product reviews

Li, C. W., Chuang, H. C. & Li, S-T., 2016 Aug 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Institute of Electrical and Electronics Engineers Inc., p. 609-614 6 p. 7557684

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

Consumer electronics
Smartphones
Managers
Decision making
Specifications
2011
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

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
8 Citations (Scopus)

Noise control in document classification based on fuzzy formal concept analysis

Li, S-T. & Tsai, F. C., 2011 Sep 27, FUZZ 2011 - 2011 IEEE International Conference on Fuzzy Systems - Proceedings. p. 2583-2588 6 p. 6007449. (IEEE International Conference on Fuzzy Systems).

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

Formal concept analysis
Noise Control
Document Classification
Formal Concept Analysis
Acoustic variables control
3 Citations (Scopus)

Realizing the strategic plan of a top-tier university in Taiwan - A multi-criteria evaluation and alignment

Chou, W. C. & Li, S-T., 2011 Sep 12, ICE-B 2011 - Proceedings of the International Conference on e-Business. p. 31-36 6 p. (ICE-B 2011 - Proceedings of the International Conference on e-Business).

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

Education
Decision theory
Multi-criteria evaluation
Strategic plan
Alignment
2009

Heuristic-based approach for constructing hierarchical knowledge structures

Tsai, F. C., Cheng, Y. C., Li, S-T. & Chen, C. Y., 2009 Nov 9, Next-Generation Applied Intelligence - 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2009, Proceedings. p. 439-448 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5579 LNAI).

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

Interoperability
Macros
Navigation
Visualization
Heuristics
3 Citations (Scopus)

Knowledge discovery on in vitro fertilization clinical data using particle swarm optimization

Chen, C. C., Cheng, Y. C., Hsu, C. C. & Li, S-T., 2009 Nov 18, Proceedings of the 2009 9th IEEE International Conference on Bioinformatics and BioEngineering, BIBE 2009. p. 278-283 6 p. 5211262. (Proceedings of the 2009 9th IEEE International Conference on Bioinformatics and BioEngineering, BIBE 2009).

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

Fertilization in Vitro
Particle swarm optimization (PSO)
Data mining
Hormones
Physiology
1 Citation (Scopus)

Maintaining pre-large FUSP trees for record deletion

Hong, T. P., Chen, H. Y., Lin, C. W. & Li, S-T., 2009 Nov 20, Proceedings - 2009 International Conference on New Trends in Information and Service Science, NISS 2009. p. 948-953 6 p. 5260742. (Proceedings - 2009 International Conference on New Trends in Information and Service Science, NISS 2009).

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

Data mining
2008
5 Citations (Scopus)

Incrementally fast updated sequential pattern trees

Hong, T. P., Chen, H. Y., Lin, C. W. & Li, S-T., 2008 Dec 23, Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC. p. 3991-3996 6 p. 4621100. (Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC; vol. 7).

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

Association rules
2007
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
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

Fuzzy rating framework for knowledge management

Li, S-T. & Ho, H. F., 2007 Dec 1, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. p. 601-604 4 p. 4457781. (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

Case based reasoning
Knowledge management
Rating
2006
2 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

Evolutionary fuzzy case-based reasoning for financial performance ranking

Li, S-T., Ho, H. F. & Cheng, Y. C., 2006 Dec 1, Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006. CIEF-175. (Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006; vol. 2006).

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

Case based reasoning
Genetic algorithms
Decision making
Industry
2005

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
8 Citations (Scopus)

Knowledge discovery with SOM networks in financial investment strategy

Kuo, S. C., Li, S-T., Cheng, Y. C. & Ho, M. H., 2005 Dec 9, Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems. Ishikawa, M., Hashimoto, S., Paprzycki, M., Barakova, E., Yoshida, K., Koppen, M., Corne, D. M. & Abraham, A. (eds.). p. 98-103 6 p. (Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems).

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

Data mining
Self organizing maps
Decision support systems
Refining
Profitability
4 Citations (Scopus)

On the distributed management of SCORM-compliant course contents'

Li, S-T. & Lin, C. H., 2005 Dec 1, Proceedings - 19th International Conference on Advanced Information Networking and Applications, AINA 2005. p. 221-226 6 p. 1423496. (Proceedings - International Conference on Advanced Information Networking and Applications, AINA; vol. 1).

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

Metadata
Interoperability
Reusability
Knowledge management
XML
2004
27 Citations (Scopus)

Natural partitioning-based forecasting model for fuzzy time-series

Li, S-T. & Chen, Y. P., 2004 Dec 1, 2004 IEEE International Conference on Fuzzy Systems - Proceedings. p. 1355-1359 5 p. (IEEE International Conference on Fuzzy Systems; vol. 3).

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

Fuzzy Time Series
Forecasting
Time series
Partitioning
Model
3 Citations (Scopus)

On the distributed management of SCORM-compliant course contents

Li, S-T., Lin, C. H., Chang, Y. C. & Yang, J. T. D., 2004 Sep 24, Proceedings - 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service, EEE 2004. Yuan, S. T. & Liu, J. (eds.). p. 537-538 2 p. (Proceedings - 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service, EEE 2004).

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

Metadata
XML
Experiments
2 Citations (Scopus)

The development of a knowledge system for ISO 9001 quality management

Shue, L. Y., Li, S-T. & Hu, H. C., 2004 Nov 23, ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems. Seruca, I., Filipe, J., Hammoudi, S. & Cordeiro, J. (eds.). p. 262-268 7 p. (ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems).

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

Quality management
Knowledge management
Ontology
Industry
Semantics
2003

Facilitating KMS reusability by XML binding model

Li, S-T., Hsieh, H. C., Chen, S. C. & Shyu, M. L., 2003 Jan 1, Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, IRI 2003. Smari, W. W. & Memon, A. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 478-484 7 p. 1251454. (Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, IRI 2003).

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

Reusability
Knowledge management
XML
Knowledge management systems
2002
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
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
14 Citations (Scopus)

PDA Watch for mobile surveillance services

Li, S-T., Hsieh, H. C., Shue, L. Y. & Chen, W. S., 2002 Jan 1, Proceedings - IEEE Workshop on Knowledge Media Networking, KMN 2002. Institute of Electrical and Electronics Engineers Inc., p. 49-54 6 p. 1115162. (Proceedings - IEEE Workshop on Knowledge Media Networking, KMN 2002).

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

Watches
Personal digital assistants
Mobile computing
Distributed computer systems
Mobile devices

QoS Control Algorithms Based on Benefit Optimization for Video Servers Providing Differentiated Services

Chen, I. R., Li, S-T. & Yen, I. L., 2002 Dec 1, Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002. Caulfield, J. H., Chen, S. H., Cheng, H. D., Duro, R., Caufield, J. H., Chen, S. H., Cheng, H. D., Duro, R. & Honavar, V. (eds.). p. 988-991 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 6).

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

Quality of service
Servers
Throughput
Video streaming
Service life
1 Citation (Scopus)

Streaming SMIL Presentations via a Multimedia Semantic Model

Chen, S. C., Li, S-T., Chen, H. C., Shyu, M. L. & Zhang, C., 2002 Dec 1, Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002. Caulfield, J. H., Chen, S. H., Cheng, H. D., Duro, R., Caufield, J. H., Chen, S. H., Cheng, H. D., Duro, R. & Honavar, V. (eds.). p. 919-922 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 6).

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

Semantics
Specification languages
Scalability
Synchronization
Internet
2001

Leveraging a web-aware self-organization map tool for clustering and visualization

Li, S-T., 2001 Jan 1, Web Intelligence: Research and Development - 1st Asia-Pacific Conference, WI 2001, Proceedings. Liu, J., Zhong, N., Yao, Y. & Ohsuga, S. (eds.). Springer Verlag, p. 579-583 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2198).

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

Self-organization
Visualization
Clustering
Silhouette
Appeal
2000

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

Development of a short-term liquidity decision model via protocol analysis and probabilistic neural networks

Li, S. T., Shue, L. Y. & Shiue, W., 2000 Jan 1, Proceedings of the Hawaii International Conference on System Sciences. IEEE, 1 p. (Proceedings of the Hawaii International Conference on System Sciences).

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

Neural networks
1 Citation (Scopus)

Distance Learning Environment Analysis

Chou, S. W., Sun, S. Y., Ju, S. M. & Li, S-T., 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. 541-544 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 2).

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

Distance education
Students
Computer networks
Education
12 Citations (Scopus)

Multi-resolution spatio-temporal data mining for the study of air pollutant regionalization

Li, S-T., Chou, S. W. & Pan, J. J., 2000 Jan 1, Proceedings of the Hawaii International Conference on System Sciences. IEEE, 1 p. (Proceedings of the Hawaii International Conference on System Sciences).

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

Wavelet transforms
Data mining
Cluster analysis
Air
Discrete wavelet transforms