Chien-Chih Chen

Postdoctoral Fellow

  • 414 Citations
  • 11 h-Index
20102020

Research output per year

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Research Output

  • 414 Citations
  • 11 h-Index
  • 25 Article
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Article
2020

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

2019

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

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

2018

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

2 Citations (Scopus)

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

1 Citation (Scopus)

Rebuilding sample distributions for small dataset learning

Li, D. C., Lin, W. K., Chen, C. C., Chen, H. Y. & Lin, L. S., 2018 Jan, In : Decision Support Systems. 105, p. 66-76 11 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2017

The attribute-trend-similarity method to improve learning performance for small datasets

Li, D. C., Lin, W. K., Lin, L. S., Chen, C. C. & Huang, W. T., 2017 Apr 3, In : International Journal of Production Research. 55, 7, p. 1898-1913 16 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2016

Using a diffusion wavelet neural network for short-term time series learning in the wafer level chip scale package process

Li, D. C., Yeh, C. W., Chen, C. C. & Shih, H. T., 2016 Dec 1, In : Journal of Intelligent Manufacturing. 27, 6, p. 1261-1272 12 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2015

A novel gray forecasting model based on the box plot for small manufacturing data sets

Chang, C. J., Li, D. C., Huang, Y. H. & Chen, C. C., 2015 Jun 4, In : Applied Mathematics and Computation. 265, p. 400-408 9 p.

Research output: Contribution to journalArticle

41 Citations (Scopus)

A novel procedure for multimodel development using the grey silhouette coefficient for small-data-set forecasting

Chang, C. J., Dai, W. L. & Chen, C. C., 2015 Nov 1, In : Journal of the Operational Research Society. 66, 11, p. 1887-1894 8 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Practical information diffusion techniques to accelerate new product pilot runs

Li, D. C., Chen, W. C., Chang, C. J., Chen, C. C. & Wen, I. H., 2015 Sep 2, In : International Journal of Production Research. 53, 17, p. 5310-5319 10 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2014

A forecasting model for small non-equigap data sets considering data weights and occurrence possibilities

Chang, C. J., Li, D. C., Chen, C. C. & Chen, C. S., 2014 Jan 1, In : Computers and Industrial Engineering. 67, 1, p. 139-145 7 p.

Research output: Contribution to journalArticle

26 Citations (Scopus)

A latent information function to extend domain attributes to improve the accuracy of small-data-set forecasting

Chang, C. J., Li, D. C., Dai, W. L. & Chen, C. C., 2014 Apr 10, In : Neurocomputing. 129, p. 343-349 7 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Employing box plots to build high-dimensional manufacturing models for new products in TFT-LCD plants

Li, D. C., Huang, W. T., Chen, C. C. & Chang, C. J., 2014 Oct 22, In : Neurocomputing. 142, p. 73-85 13 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2013

A Grey-based rolling procedure for short-term forecasting using limited time series data

Chang, C. J., Li, D. C., Chen, C. C. & Dai, W. L., 2013 Sep 16, In : Economic Computation and Economic Cybernetics Studies and Research. 47, 3, p. 75-90 16 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Employing virtual samples to build early high-dimensional manufacturing models

Li, D. C., Huang, W. T., Chen, C. C. & Chang, C. J., 2013 Jun 1, In : International Journal of Production Research. 51, 11, p. 3206-3224 19 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Utilizing an adaptive grey model for short-term time series forecasting: A case study of wafer-level packaging

Chang, C. J., Li, D. C., Dai, W. L. & Chen, C. C., 2013 Aug 19, In : Mathematical Problems in Engineering. 2013, 526806.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2012

A grey-based fitting coefficient to build a hybrid forecasting model for small data sets

Li, D. C., Chang, C. J., Chen, C. C. & Chen, W. C., 2012 Oct 1, In : Applied Mathematical Modelling. 36, 10, p. 5101-5108 8 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

A tree-based-trend-diffusion prediction procedure for small sample sets in the early stages of manufacturing systems

Li, D. C., Chen, C. C., Chang, C. J. & Lin, W. K., 2012 Jan 1, In : Expert Systems With Applications. 39, 1, p. 1575-1581 7 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Determining manufacturing parameters to suppress system variance using linear and non-linear models

Li, D. C., Chen, W. C., Liu, C. W., Chang, C. J. & Chen, C. C., 2012 Mar 1, In : Expert Systems With Applications. 39, 4, p. 4020-4025 6 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Employing box-and-whisker plots for learning more knowledge in TFT-LCD pilot runs

Li, D. C., Chen, C. C., Chang, C. J. & Chen, W. C., 2012 Mar 15, In : International Journal of Production Research. 50, 6, p. 1539-1553 15 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Employing dependent virtual samples to obtain more manufacturing information in pilot runs

Li, D. C., Chen, C. C., Chen, W. C. & Chang, C. J., 2012 Dec 1, In : International Journal of Production Research. 50, 23, p. 6886-6903 18 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Forecasting short-term electricity consumption using the adaptive grey-based approach-An Asian case

Li, D. C., Chang, C. J., Chen, C. C. & Chen, W. C., 2012 Dec 1, In : Omega. 40, 6, p. 767-773 7 p.

Research output: Contribution to journalArticle

142 Citations (Scopus)
2011

An extended grey forecasting model for omnidirectional forecasting considering data gap difference

Li, D. C., Chang, C. J., Chen, W. C. & Chen, C. C., 2011 Oct 1, In : Applied Mathematical Modelling. 35, 10, p. 5051-5058 8 p.

Research output: Contribution to journalArticle

48 Citations (Scopus)
2010

Using non-equigap grey model for small data set forecasting - A color filter manufacturing example

Li, D. C., Chang, C. J., Chen, C. C. & Chen, C. S., 2010 Dec 1, In : Journal of Grey System. 22, 4, p. 375-382 8 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)