Yao-San Lin

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 9

Top Topics

Imbalanced Data

High Dimensions

Nearest Neighbour

Top Venues

Decis. Support Syst.

Publications

Liang-Sian Lin, Yao-San Lin, Der-Chiang Li, Yun-Hsuan Liu
Improved learning performance for small datasets in high dimensions by new dual-net model for non-linear interpolation virtual sample generation. Decis. Support Syst. 172 (2023)
Liang-Sian Lin, Yao-San Lin, Der-Chiang Li, Yi-Ting Chen
Mega trend diffusion-siamese network oversampling for imbalanced datasets' SVM classification. Appl. Soft Comput. 143 (2023)
Liang-Sian Lin, Yao-San Lin, Der-Chiang Li
Generating virtual samples to improve learning performance in small datasets with non-linear and asymmetric distributions. Neurocomputing 548 (2023)
Der-Chiang Li, Szu-Chou Chen, Yao-San Lin, Wen-Yen Hsu
A Novel Classification Method Based on a Two-Phase Technique for Learning Imbalanced Text Data. Symmetry 14 (3) (2022)
Der-Chiang Li, Qi-Shi Shi, Yao-San Lin, Liang-Sian Lin
A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets. Entropy 24 (3) (2022)
Yao-San Lin, Liang-Sian Lin, Chih-Ching Chen
An Integrated Framework Based on GAN and RBI for Learning with Insufficient Datasets. Symmetry 14 (2) (2022)
Yao-San Lin, Wan-Ni Cheng, Chien-Chih Chen, Der-Chiang Li, Hung-Yu Chen
Generating Synthetic Samples to Improve Small Sample Learning with Mixed Numerical and Categorical Attributes. IIAI-AAI (2019)
Yao-San Lin
Modeling with Insufficient Data to Increase Prediction Stability. IIAI-AAI (2016)
Yao-San Lin, Liang-Sian Lin, Der-Chiang Li, Wei-Lin Liao
Non-parametric Statistical Assistance in Virtual Sample Selection for Small Data Set Prediction. ACIT-CSI (2015)
Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Yao-San Lin
A non-linear quality improvement model using SVR for manufacturing TFT-LCDs. J. Intell. Manuf. 23 (3) (2012)
Yao-San Lin, Der-Chiang Li
The Generalized-Trend-Diffusion modeling algorithm for small data sets in the early stages of manufacturing systems. Eur. J. Oper. Res. 207 (1) (2010)
Der-Chiang Li, Yao-San Lin, Yu-Cheng Huang
Constructing marketing decision support systems using data diffusion technology: A case study of gas station diversification. Expert Syst. Appl. 36 (2) (2009)
Der-Chiang Li, Yao-San Lin
Learning management knowledge for manufacturing systems in the early stages using time series data. Eur. J. Oper. Res. 184 (1) (2008)
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-Chang Li, Yao-San Lin
Using virtual sample generation to build up management knowledge in the early manufacturing stages. Eur. J. Oper. Res. 175 (1) (2006)