Liang-Sian Lin

Assessing the lifetime performance index of Rayleigh products based on the Bayesian estimation under progressive type II right censored samples

Wen-Chuan Lee, Jong‐Wuu Wu, Meiling Hong et al. · Journal of Computational and Applied Mathematics · 2010 · 61 citations

Public Health, Biostatistics, Bayesian Data Analysis +11

Rebuilding sample distributions for small dataset learning

Der‐Chiang Li, Wu-Kuo Lin, Chien-Chih Chen et al. · Decision Support Systems · 2017 · 45 citations

Computing, Computer Science, Data Mining +12

Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der‐Chiang Li, Susan C. Hu, Liang-Sian Lin et al. · PLoS ONE · 2017 · 36 citations · Full text

Computing, Computer Science, Big Data Analytics +14

A new approach to assess product lifetime performance for small data sets

Der‐Chiang Li, Liang-Sian Lin · European Journal of Operational Research · 2013 · 34 citations

Architecture, Data Science, Data Analytics +13

Generating information for small data sets with a multi-modal distribution

Der‐Chiang Li, Liang-Sian Lin · Decision Support Systems · 2014 · 27 citations

Computing, Computer Science, Data Science +11