Tung-I Tsai

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 3

Top Topics

Anisotropic Diffusion

Learning Scheme

Active Learning

Small Data Sets

Top Venues

Publications

Der-Chiang Li, Ssu-Yang Wang, Kuan-Cheng Huang, Tung-I Tsai
Learning class-imbalanced data with region-impurity synthetic minority oversampling technique. Inf. Sci. 607 (2022)
Tung-I Tsai, Chun-Wu Yeh, Liang-Sian Lin, I-Hsiang Wen
Improving the Learning Accuracy of the Mega Trend Diffusion Technique for Small Data Sets. IIAI-AAI (2019)
Chun-Wu Yeh, Der-Chiang Li, Liang-Sian Lin, Tung-I Tsai
A Learning Approach with Under-and Over-Sampling for Imbalanced Data Sets. IIAI-AAI (2016)
Gy-Yi Chao, Tung-I Tsai, Te-Jung Lu, Hung-Chang Hsu, Bo-Ying Bao, Wan-Yu Wu, Miao-Ting Lin, Te-Ling Lu
A new approach to prediction of radiotherapy of bladder cancer cells in small dataset analysis. Expert Syst. Appl. 38 (7) (2011)
Tung-I Tsai, Der-Chiang Li
Approximate modeling for high order non-linear functions using small sample sets. Expert Syst. Appl. 34 (1) (2008)
Tung-I Tsai, Der-Chiang Li
Utilize bootstrap in small data set learning for pilot run modeling of manufacturing systems. Expert Syst. Appl. 35 (3) (2008)
Der-Chiang Li, Hung-Chang Hsu, Tung-I Tsai, Te-Jung Lu, Susan C. Hu
A new method to help diagnose cancers for small sample size. Expert Syst. Appl. 33 (2) (2007)
Der-Chiang Li, Chih-Sen Wu, Tung-I Tsai, Yao-San Lin
Using mega-trend-diffusion and artificial samples in small data set learning for early flexible manufacturing system scheduling knowledge. Comput. Oper. Res. 34 (4) (2007)
Der-Chiang Li, Chun-Wu Yeh, Tung-I Tsai, Yao-Hwei Fang, Susan C. Hu
Acquiring knowledge with limited experience. Expert Syst. J. Knowl. Eng. 24 (3) (2007)
Der-Chiang Li, Chih-Sen Wu, Tung-I Tsai, Fengming M. Chang
Using mega-fuzzification and data trend estimation in small data set learning for early FMS scheduling knowledge. Comput. Oper. Res. 33 (2006)