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Research Output 1994 2019

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Article
2019
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
3 Citations (Scopus)

Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles

Li, S-T., Pham, T. T. & Chuang, H. C., 2019 Jan 1, In : Information and Management. 56, 1, p. 28-38 11 p.

Research output: Contribution to journalArticle

Linguistics
Rating
Social relations
Prediction model
Prediction
2017

Graphical Representations of Mortality Data with Confidence Intervals

Lu, T-H., Li, S-T. & Yin, W. H., 2017 Mar 1, In : Circulation: Cardiovascular Quality and Outcomes. 10, 3, e002763.

Research output: Contribution to journalArticle

Benchmarking
Coronary Disease
Software
Confidence Intervals
Mortality
2016
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 1, 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
3 Citations (Scopus)

Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews

Li, S. T., Pham, T. T., Chuang, H. C. & Wang, Z. W., 2016 Feb 1, In : Information Systems and e-Business Management. 14, 1, p. 71-99 29 p.

Research output: Contribution to journalArticle

Decision making
Mobile phones
Industry
Experiments
2015
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
5 Citations (Scopus)

Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting

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

Research output: Contribution to journalArticle

Fuzzy Time Series
Time Series Forecasting
Time series
Modeling
Historical Data
6 Citations (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 Sep 8, In : Intelligent Data Analysis. 19, 5, p. 1071-1089 19 p.

Research output: Contribution to journalArticle

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

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

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

Research output: Contribution to journalArticle

Case based reasoning
Knowledge based systems
Linguistics
Decision making
Membership functions
2014
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
8 Citations (Scopus)

Power planning in ICT infrastructure: A multi-criteria operational performance evaluation approach

Li, S-T. & Chou, W. C., 2014 Jan 1, In : Omega (United Kingdom). 49, p. 134-148 15 p.

Research output: Contribution to journalArticle

Multi-criteria
Technology infrastructure
Information and communication technology
Planning
Staff
2013
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
2012
2 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
31 Citations (Scopus)

Fuzzy time series forecasting with a probabilistic smoothing hidden Markov model

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

Research output: Contribution to journalArticle

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

Harmonizing firms' knowledge and strategies with organizational capabilities

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

Research output: Contribution to journalArticle

Knowledge management
firm
knowledge gap
knowledge management
knowledge
2011
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
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
2010
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
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
15 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
76 Citations (Scopus)
wavelet
transform
periodicity
disaster
principal component analysis
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
36 Citations (Scopus)

Deterministic vector long-term forecasting for fuzzy time series

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

Research output: Contribution to journalArticle

Fuzzy Time Series
Forecasting
Time series
Higher Order
Time Series Forecasting
2009
20 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
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
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
19 Citations (Scopus)

Exploiting and transferring presentational knowledge assets in R&D organizations

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

Research output: Contribution to journalArticle

Content based retrieval
Search engines
Ontology
Navigation
62 Citations (Scopus)

Predicting financial activity with evolutionary fuzzy case-based reasoning

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

Research output: Contribution to journalArticle

Case based reasoning
Genetic algorithms
Linguistics
Deterioration
Feedback
2008
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
2 Citations (Scopus)

A generalized heuristic learning approach to project scheduling problems with resource constraints

Shue, L. Y. & Li, S-T., 2008 Jan 1, In : Journal of the Chinese Institute of Industrial Engineers. 25, 3, p. 204-214 11 p.

Research output: Contribution to journalArticle

Scheduling
Heuristic algorithms
Learning algorithms
Availability
Costs
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
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
13 Citations (Scopus)

Intelligent physician segmentation and management based on KDD approach

Lin, C., Lin, C. M., Li, S-T. & Kuo, S. C., 2008 Apr 1, In : Expert Systems With Applications. 34, 3, p. 1963-1973 11 p.

Research output: Contribution to journalArticle

Data mining
Health
Health care
55 Citations (Scopus)

Knowledge discovery in financial investment for forecasting and trading strategy through wavelet-based SOM networks

Li, S-T. & Kuo, S. C., 2008 Feb 1, In : Expert Systems With Applications. 34, 2, p. 935-951 17 p.

Research output: Contribution to journalArticle

Data mining
Profitability
Discrete wavelet transforms
Self organizing maps
Feature extraction
2007
75 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
15 Citations (Scopus)

Fostering knowledge management deployment in R&D workspaces: A five-stage approach

Chang, W. C. & Li, S-T., 2007 Nov 1, In : R and D Management. 37, 5, p. 479-493 15 p.

Research output: Contribution to journalArticle

Knowledge management
Industry
Metals
Managers
Innovation
2006
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
21 Citations (Scopus)

Enabling customer relationship management in ISP services through mining usage patterns

Li, S-T., Shue, L. Y. & Lee, S. F., 2006 May 1, In : Expert Systems With Applications. 30, 4, p. 621-632 12 p.

Research output: Contribution to journalArticle

Telecommunication industry
Industry
Visualization
Pixels
Costs
75 Citations (Scopus)

The evaluation of consumer loans using support vector machines

Li, S-T., Shiue, W. & Huang, M. H., 2006 May 1, In : Expert Systems With Applications. 30, 4, p. 772-782 11 p.

Research output: Contribution to journalArticle

Support vector machines
Neural networks
Visualization
Experiments
2005
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
3 Citations (Scopus)

On a design of SCORM-compliant SMIL-enabled multimedia streaming E-learning system

Li, S. T., Lin, C. H. & Yu, P. T., 2005 Jan 1, In : International Journal of Distance Education Technologies. 3, 3, p. 48-64 17 p.

Research output: Contribution to journalArticle

E-learning
multimedia
Learning systems
language
Interoperability

Stock investment strategy analysis using support vector

Li, S. T., Hsu, M. L. & Huang, M. H., 2005 Dec 1, In : International Journal of Operations and Quantitative Management. 11, 4, p. 325-336 12 p.

Research output: Contribution to journalArticle

Investors
Investment strategy
Refining
Support vector machines
Profitability

The development of a PDA-based communication architecture for surveillance services

Li, S-T., Shue, L. Y. & Hsieh, H. C., 2005 Jan 1, In : International Journal of Internet Protocol Technology. 1, 1, p. 3-9 7 p.

Research output: Contribution to journalArticle

Personal digital assistants
Communication
Servers
Feedback
Network protocols
2004
75 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

The development of Web-based KTV services over campus broadband networks

Li, S. T., Chen, I. R., Hsieh, H. C. & Huang, I. L., 2004 Jul 1, In : Journal of Internet Technology. 5, 3, p. 213-219 7 p.

Research output: Contribution to journalArticle

Broadband networks
Media streaming
Interoperability
Internet
2003
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 1, 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
5 Citations (Scopus)

Managing operation knowledge for the metal industry

Li, S-T. & Hsieh, H. C., 2003 Dec 1, In : Journal of Universal Computer Science. 9, 6, p. 472-480 9 p.

Research output: Contribution to journalArticle

Ontology
Knowledge Management
Metals
Industry
Knowledge management