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Der-Chiang Li

Professor

  • 1707 Citations
  • 22 h-Index
1984 …2020

Research output per year

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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

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Projects

具名目屬性的小樣本資料的學習

Li, D.

17-08-01 → 18-07-31

Project: Research project

提升 MTD 技術對於小樣本學習之預測準確性。

Li, D.

16-08-01 → 17-07-31

Project: Research project

建構一個新的資料轉換模型以改善具有非常態屬性之小資料集學習

Li, D.

15-08-01 → 16-07-31

Project: Research project

生成虛擬樣本以改善相依屬性之小資料集預測

Li, D.

14-08-01 → 15-07-31

Project: Research project

生成資訊以改善具有多峰態屬性之小樣本資料的分類性能

Li, D.

13-08-01 → 14-07-31

Project: Research project

Research Output

  • 1707 Citations
  • 22 h-Index
  • 98 Article
  • 13 Conference contribution

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 journal › Article

    • Weighted-additive fuzzy multi-choice goal programming (WA-FMCGP) for supporting renewable energy site selection decisions

    Hocine, A., Zhuang, Z. Y., Kouaissah, N. & Li, D. C., 2020 Jan 1, (Accepted/In press) In : European Journal of Operational Research. 285, 2, p. 642-654 13 p.

    Research output: Contribution to journal › Article

    • Building robust models for small data containing nominal inputs and continuous outputs based on possibility distributions

    Li, D. C., Shi, Q. S. & Chen, H. Y., 2019 Oct 1, In : International Journal of Machine Learning and Cybernetics. 10, 10, p. 2805-2822 18 p.

    Research output: Contribution to journal › Article

    • 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 journal › Article

    Open Access

    • Extrapolation-Based Grey Model for Small-Data-Set Forecasting

    Che-jung, C., Li, D-C., Chien-chih, C. & Wen-chih, C., 2019 Mar, In : Economic Computation and Economic Cybernetics Studies and Research. 53, 1, p. 171-182

    Research output: Contribution to journal › Article

    Thesis

    A New Data Transformation Model for Small Dataset Learning

    Author: 怡翔, 溫., 2016 Aug 5

    Supervisor: Li, D. (Supervisor)

    Student thesis: Doctoral Thesis

    Generating Multi-modal Virtual Samples to Assess Product Lifetime Performance for Small Data Sets

    Author: 良憲, 林., 2014 Jul 11

    Supervisor: Li, D. (Supervisor)

    Student thesis: Doctoral Thesis

    Practical Information Diffusion Techniques to Accelerate New Product Pilot Runs

    Author: 文智, 陳., 2015 Apr 16

    Supervisor: Li, D. (Supervisor)

    Student thesis: Doctoral Thesis

    Rebuilding Sample Distributions for Small Dataset Learning

    Author: 武國, 林., 2018 Jan 4

    Supervisor: Li, D. (Supervisor)

    Student thesis: Doctoral Thesis

    Using Goodness-of-fit Techniques to Select Virtual Samples to Improve Small Data of Cost Prediction

    Author: 洧琳, 廖., 2015 Nov 9

    Supervisor: Li, D. (Supervisor)

    Student thesis: Master's Thesis