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研究成果

一、學術論文

1. Ssu-Han Chen*, Ching-Sheng Yu, Sales forecasting using GA-based generalized grey multivariable models, The Journal of Grey System, 31(1), 66-83, 2019. (SCIE)

2. Hui-Yun Sung*, Ssu-Han Chen, "The screen shows movement-movement is interesting!" Exploring efficacies of multimedia stories on preschool children's story comprehension and enjoyment, Library Hi Tech, 37(2), 168-182, 2019. (SSCI)

3. Chi-Chang Chang*, Ssu-Han Chen*, Developing a novel machine learning-based classification scheme for predicting SPCs in breast cancer survivors, Frontiers in Genetics, 10(848), 2019. (SCIE)

4. Yiyo Kuo*, Ssu-Han Chen, Parameters adjustment optimization for prepreg of copper-clad laminate based on virtual metrology, Applied Sciences, 10(23), 8488, 2020. (SCIE)

5. Ssu-Han Chen*, Chih-Hsiang Kang, Der-Baau Perng, Detecting and measuring defects in wafer die using GAN and YOLOv3, Applied Sciences, 10(23), 8725, 2020. (SCIE)

6. Ssu-Han Chen*, Wei-Hsin Lin, Determination of an optimal pipeline for imbalanced classification: Predicting potential customer complaints to a textile manufacturer, International Journal of Industrial Engineering: Theory, Applications and Practice, 27(5), 810-823, 2020. (SCIE)

7. Yen-Jen Chen and Ting-Chieh Tsen, “Application of Artificial Intelligence of Temperature Prediction in the Electric Power System,” in Proc. 2020 International Workshop on Electronic Communication and Artificial Intelligence (IWECAI 2020), Qingdao, China, June 12-14, 2020. (Accepted)

8. Ssu-Han Chen*, Chia-Chun Tsai, SMD LED chips defect detection using a YOLOv3-dense model, Advanced Engineering Informatics, 47, 101255, 2021. (SCIE)

9. Chao-Wei Wu†, Hsiang-Li Shen†, Chi-Jie Lu, Ssu-Han Chen*, Hsin-Yi Chen*, Comparison of different machine learning classifiers for Glaucoma diagnosis based on spectralis OCT, Diagnostics, 11(9), 1718, 2021. (SCIE)

10. Ssu-Han Chen, Huan-Chung Li, Yi-Ching Liaw, Chien-Lung Hsu*, Tuan-Vinh Le, Wei-Ling Luo, Evaluating digital divide based on big wireless logs: A case study among remote tribes in Taiwan, Libri - International Journal of Libraries and Information Studies, 2021. (SSCI, in press)

 

二、專利

1.Yen-Chen Chen, Chao-Jen Liu, "Method for automatically renovating correspondence failure of actual and virtual addresses of network equipment", 美國發明專利, 專利證號:US 10,805,149 B2, 獲證日期:2020/10/13

2.陳延禎,劉嘉仁, "高可用度資料庫系統",中華民國發明專利, 專利證號:I721355, 獲證日期:2021/03/11