Projects per year
Personal profile
Education
- 1985 PhD, Industrial Engineering, California Miramar University
Research Interests
- Automation Manufacturing Systems
- Knowledge Base System
- Scheduling Theory
- Small-data Learning Theory
Experience
- 1986/02 ~ 1993/07 Associate Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
- 1993/08~ present Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 26 Finished
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Enterprise Implementation of Educational Technology: Exploring Employee Learning Behavior in E-Learning Environments
Tsai, C. Y. & Li, D. C., 2024 Feb, In: Sustainability (Switzerland). 16, 4, 1679.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Framework Integrating Generative Model with Diffusion Technique to Improve Virtual Sample Generation
Lin, Y. S., Huang, M. L., Li, D. C. & Yang, J. Y., 2024, In: Sensors and Materials. 36, 6, p. 2439-2458 20 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Generating virtual samples to improve learning performance in small datasets with non-linear and asymmetric distributions
Lin, L. S., Lin, Y. S. & Li, D. C., 2023 Sept 1, In: Neurocomputing. 548, 126408.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation
Lin, L. S., Lin, Y. S., Li, D. C. & Liu, Y. H., 2023 Sept, In: Decision Support Systems. 172, 113996.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Mega trend diffusion-siamese network oversampling for imbalanced datasets’ SVM classification
Lin, L. S., Lin, Y. S., Li, D. C. & Chen, Y. T., 2023 Aug, In: Applied Soft Computing. 143, 110406.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus)