Chien-Chih Chen

Postdoctoral Fellow

  • 372 Citations
  • 10 h-Index
20102020
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Forecasting Mathematics
Liquid crystal displays Engineering & Materials Science
Grey Model Mathematics
Learning algorithms Engineering & Materials Science
Time series Engineering & Materials Science
Backpropagation Engineering & Materials Science
Thin film transistors Engineering & Materials Science
Learning systems Engineering & Materials Science

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Research Output 2010 2020

  • 372 Citations
  • 10 h-Index
  • 25 Article

An envelopment learning procedure for improving prediction accuracies of grey models

Chen, C. C., Chang, C. J., Zhuang, Z. Y. & Li, D. C., 2020 Jan, In : Computers and Industrial Engineering. 139, 106185.

Research output: Contribution to journalArticle

Time series
Integrated circuits
Industry
Uncertainty

Extrapolation-based grey model for small-data-set forecasting

Chang, C. J., Li, D. C., Chen, C. C. & Chen, W. C., 2019 Jan 1, In : Economic Computation and Economic Cybernetics Studies and Research. 53, 1, p. 171-182 12 p.

Research output: Contribution to journalArticle

Open Access
GM(1,1)
GM(1,1) Model
Grey Model
Extrapolation
Forecasting

Using virtual samples to improve learning performance for small datasets with multimodal distributions

Li, D. C., Lin, L. S., Chen, C. C. & Yu, W. H., 2019 Nov 1, In : Soft Computing. 23, 22, p. 11883-11900 18 p.

Research output: Contribution to journalArticle

Normal distribution
Learning algorithms
Statistics
Polynomials
Processing
1 Citation (Scopus)

A new grey prediction model for the return material authorization process in the TFT-LCD industry

Li, D. C., Yeh, C. W., Chen, C. C. & Wang, Y. T., 2018 May 1, In : International Journal of Advanced Manufacturing Technology. 96, 5-8, p. 2149-2160 12 p.

Research output: Contribution to journalArticle

Thin film transistors
Liquid crystal displays
Industry
Life cycle
Customer satisfaction

Latent-Function-Based Residual Discrete Grey Model for Short-Term Demand Forecasting

Chang, C. J., Dai, W. L., Li, D. C. & Chen, C. C., 2018 Apr 3, In : Cybernetics and Systems. 49, 3, p. 170-180 11 p.

Research output: Contribution to journalArticle

Thin film transistors
Liquid crystal displays
Backpropagation
Managers
Topology