• 1308 引文
  • 21 h-指數
19942019
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研究成果 1994 2019

2019
4 引文 (Scopus)

Chain based sampling for monotonic imbalanced classification

González, S., García, S., Li, S-T. & Herrera, F., 2019 二月 1, 於 : Information sciences. 474, p. 187-204 18 p.

研究成果: Article

Monotonic
Sampling
Monotonicity
Oversampling
Classifiers

Deep Learning for Monotonic Support Vector Machines

Lo, M. C., Tsai, B. H. & Li, S-T., 2019 四月 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).

研究成果: Conference contribution

Support vector machines
neural network
learning
ability
knowledge
4 引文 (Scopus)
Linguistics
Rating
Social relations
Prediction model
Prediction
2018
1 引文 (Scopus)
High-Volume Hospitals
Percutaneous Coronary Intervention
Low-Volume Hospitals
Mortality
Quality of Health Care
2017
Benchmarking
Coronary Disease
Software
Confidence Intervals
Mortality

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

Liu, S. H., Chen, S. Y. & Li, S-T., 2017 十一月 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. (編輯). 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).

研究成果: Conference contribution

Petrochemicals
Food safety
Explosions
Industry
Pipelines
2016
2 引文 (Scopus)
Taiwan
Health
National Health Programs
Pharmaceutical Preparations
Disaster Victims
1 引文 (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 四月 20, 於 : Intelligent Data Analysis. 20, 3, p. 655-677 23 p.

研究成果: Article

Deletion
Efficient Algorithms
Sequential Patterns
Mining
Customers
4 引文 (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 八月 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (編輯). 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).

研究成果: Conference 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 八月 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (編輯). 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).

研究成果: Conference contribution

Support vector machines
Classifiers
Data mining
3 引文 (Scopus)
Decision making
Mobile phones
Industry
Experiments
2 引文 (Scopus)

Hedonic analysis for consumer electronics using online product reviews

Li, C. W., Chuang, H. C. & Li, S. T., 2016 八月 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (編輯). Institute of Electrical and Electronics Engineers Inc., p. 609-614 6 p. 7557684. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

研究成果: Conference contribution

Consumer electronics
Smartphones
Managers
Decision making
Specifications
2015
21 引文 (Scopus)

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

Li, S-T. & Chen, C. C., 2015 十月 1, 於 : IEEE Transactions on Fuzzy Systems. 23, 5, p. 1713-1727 15 p., 6965607.

研究成果: Article

Prior Knowledge
Monotonic
Support vector machines
Data mining
Monotonicity
5 引文 (Scopus)

Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting

Kuo, S. C., Chen, C. C. & Li, S-T., 2015 九月 1, 於 : International Journal of Fuzzy Systems. 17, 3, p. 444-456 13 p., 43.

研究成果: Article

Fuzzy Time Series
Time Series Forecasting
Time series
Modeling
Historical Data
6 引文 (Scopus)

Incrementally updating the discovered sequential patterns based on pre-large concept

Lin, J. C. W., Hong, T. P., Gan, W., Chen, H. Y. & Li, S. T., 2015 九月 8, 於 : Intelligent Data Analysis. 19, 5, p. 1071-1089 19 p.

研究成果: Article

Sequential Patterns
Updating
Mining
Customers
Tree Algorithms
3 引文 (Scopus)

Using mutually validated memories of experts for case-based knowledge systems

Ho, H. F. & Li, S-T., 2015 九月 1, 於 : Knowledge-Based Systems. 86, p. 102-115 14 p.

研究成果: Article

Case based reasoning
Knowledge based systems
Linguistics
Decision making
Membership functions
2014
29 引文 (Scopus)

Credit rating with a monotonicity-constrained support vector machine model

Chen, C. C. & Li, S. T., 2014 十一月 15, 於 : Expert Systems With Applications. 41, 16, p. 7235-7247 13 p.

研究成果: Article

Support vector machines
Experiments
8 引文 (Scopus)
Multi-criteria
Technology infrastructure
Information and communication technology
Planning
Staff
2013

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

Cheng, Y. C. & Li, S-T., 2013 十月 18, Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective. Pedrycz, W. & Chen, S-M. (編輯). p. 331-345 15 p. (Intelligent Systems Reference Library; 卷 47).

研究成果: Chapter

time series
Time series
song
Taiwan
uncertainty
37 引文 (Scopus)
Formal concept analysis
Testbeds
Classifiers
Conceptualization
Text mining
2012
3 引文 (Scopus)
Knowledge assets
Competitive advantage
Manufacturing
Profitability
Durability
31 引文 (Scopus)

Fuzzy time series forecasting with a probabilistic smoothing hidden Markov model

Cheng, Y. C. & Li, S-T., 2012 四月 1, 於 : IEEE Transactions on Fuzzy Systems. 20, 2, p. 291-304 14 p., 6060907.

研究成果: Article

Fuzzy Time Series
Time Series Forecasting
Hidden Markov models
Markov Model
Forecasting
6 引文 (Scopus)

Harmonizing firms' knowledge and strategies with organizational capabilities

Tsai, W. H., Tsai, M. H., Li, S-T. & Lin, C., 2012 九月 1, 於 : Journal of Computer Information Systems. 53, 1, p. 23-32 10 p.

研究成果: Article

Knowledge management
firm
knowledge gap
knowledge management
knowledge
2011
1 引文 (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 九月 27, FUZZ 2011 - 2011 IEEE International Conference on Fuzzy Systems - Proceedings. p. 1587-1592 6 p. 6007570. (IEEE International Conference on Fuzzy Systems).

研究成果: Conference 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 八月 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).

研究成果: Conference contribution

Industry
Game theory
Fuzzy sets
Decision support model
Alliances
26 引文 (Scopus)

A vector forecasting model for fuzzy time series

Li, S-T., Kuo, S. C., Cheng, Y. C. & Chen, C. C., 2011 四月 1, 於 : Applied Soft Computing Journal. 11, 3, p. 3125-3134 10 p.

研究成果: Article

Time series
4 引文 (Scopus)

Conceptual-driven classification for coding advise in health insurance reimbursement

Li, S-T., Chen, C. C. & Huang, F., 2011 一月 1, 於 : Artificial Intelligence in Medicine. 51, 1, p. 27-41 15 p.

研究成果: Article

Health insurance
Health Insurance Reimbursement
International Classification of Diseases
Cerebrovascular Disorders
Patient Discharge Summaries
8 引文 (Scopus)

Noise control in document classification based on fuzzy formal concept analysis

Li, S-T. & Tsai, F. C., 2011 九月 27, FUZZ 2011 - 2011 IEEE International Conference on Fuzzy Systems - Proceedings. p. 2583-2588 6 p. 6007449. (IEEE International Conference on Fuzzy Systems).

研究成果: Conference contribution

Formal concept analysis
Noise Control
Document Classification
Formal Concept Analysis
Acoustic variables control
3 引文 (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 九月 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).

研究成果: Conference contribution

Education
Decision theory
Multi-criteria evaluation
Strategic plan
Alignment
2010
28 引文 (Scopus)

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

Li, S-T., Kuo, S. C. & Tsai, F. C., 2010 一月 1, 於 : Expert Systems With Applications. 37, 10, p. 7108-7119 12 p.

研究成果: Article

Crime
Self organizing maps
Law enforcement
Linguistics
Data mining
31 引文 (Scopus)
Time series
Taiwan
Monte Carlo Method
Experiments
Stochastic models
16 引文 (Scopus)
Taxonomies
profitability
taxonomy
Profitability
assets
76 引文 (Scopus)
wavelet
transform
periodicity
disaster
principal component analysis
10 引文 (Scopus)

Constructing tree-based knowledge structures from text corpus

Li, S. T. & Tsai, F. C., 2010 八月 1, 於 : Applied Intelligence. 33, 1, p. 67-78 12 p.

研究成果: Article

Macros
Navigation
5 引文 (Scopus)

Deploying knowledge management in R&D workspaces

Chang, W. C. & Li, S. T., 2010 十二月 1, Innovative Knowledge Management: Concepts for Organizational Creativity and Collaborative Design. IGI Global, p. 56-76 21 p.

研究成果: Chapter

knowledge management
metal industry
research and development
private sector
public sector
36 引文 (Scopus)

Deterministic vector long-term forecasting for fuzzy time series

Li, S. T., Kuo, S. C., Cheng, Y. C. & Chen, C. C., 2010 七月 1, 於 : Fuzzy Sets and Systems. 161, 13, p. 1852-1870 19 p.

研究成果: Article

Fuzzy Time Series
Forecasting
Time series
Higher Order
Time Series Forecasting
2009
21 引文 (Scopus)

A dynamic taxonomy for managing knowledge assets

Li, S. T. & Tsai, M. H., 2009 四月 1, 於 : Technovation. 29, 4, p. 284-298 15 p.

研究成果: Article

Taxonomies
Asset management
Knowledge management
Taxonomy
Knowledge assets
15 引文 (Scopus)

An enhanced deterministic fuzzy time series forecasting model

Li, S. T. & Cheng, Y. C., 2009 四月 1, 於 : Cybernetics and Systems. 40, 3, p. 211-235 25 p.

研究成果: Article

Time series
Redundancy
Fuzzy logic
Costs

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 十二月 1, Opportunities and Challenges for Next-Generation Applied Intelligence. Chien, B-C. (編輯). p. 323-328 6 p. (Studies in Computational Intelligence; 卷 214).

研究成果: Chapter

Particle swarm optimization (PSO)
Data mining
Classifiers
8 引文 (Scopus)
Knowledge management
knowledge management
assets
expert knowledge
visualization
21 引文 (Scopus)

Exploiting and transferring presentational knowledge assets in R&D organizations

Li, S-T. & Chang, W. C., 2009 一月 1, 於 : Expert Systems With Applications. 36, 1, p. 766-777 12 p.

研究成果: Article

Content based retrieval
Search engines
Ontology
Navigation

Heuristic-based approach for constructing hierarchical knowledge structures

Tsai, F. C., Cheng, Y. C., Li, S-T. & Chen, C. Y., 2009 十一月 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); 卷 5579 LNAI).

研究成果: Conference contribution

Interoperability
Macros
Navigation
Visualization
Heuristics
4 引文 (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 十一月 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).

研究成果: Conference contribution

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

Maintaining pre-large FUSP trees for record deletion

Hong, T. P., Chen, H. Y., Lin, C. W. & Li, S-T., 2009 十一月 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).

研究成果: Conference contribution

Data mining
62 引文 (Scopus)

Predicting financial activity with evolutionary fuzzy case-based reasoning

Li, S. T. & Ho, H. F., 2009 一月 1, 於 : Expert Systems With Applications. 36, 1, p. 411-422 12 p.

研究成果: Article

Case based reasoning
Genetic algorithms
Linguistics
Deterioration
Feedback
2008
81 引文 (Scopus)

A FCM-based deterministic forecasting model for fuzzy time series

Li, S. T., Cheng, Y. C. & Lin, S. Y., 2008 十二月 1, 於 : Computers and Mathematics with Applications. 56, 12, p. 3052-3063 12 p.

研究成果: Article

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

A frame knowledge system for managing financial decision knowledge

Shiue, W., Li, S-T. & Chen, K. J., 2008 十月 1, 於 : Expert Systems With Applications. 35, 3, p. 1068-1079 12 p.

研究成果: Article

Knowledge based systems
Decision making
Reusability
Knowledge representation
Knowledge management
2 引文 (Scopus)
Scheduling
Heuristic algorithms
Learning algorithms
Availability
Costs
49 引文 (Scopus)

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

Li, S. T., Shue, L. Y. & Lee, S. F., 2008 十月 1, 於 : Expert Systems With Applications. 35, 3, p. 739-754 16 p.

研究成果: Article

Internet service providers
Competitive intelligence
Telecommunication industry
Deregulation
Self organizing maps
7 引文 (Scopus)

Design and evaluation of a layered thematic knowledge map system

Li, S. T. & Chang, W. C., 2008 十二月 1, 於 : Journal of Computer Information Systems. 49, 2, p. 92-103 12 p.

研究成果: Article

evaluation
Navigation
patent
performance
Self organizing maps