Hoe-kò͘ Hong-hiám Koán-lí Siong-kuan Ha̍k-su Kî-kan Lūn-bûn kap Gián-kiàu Kè-hoat – Kueh, Hùn-Tsì Tsōo-lí-Kàu-su / 回顧風險管理相關學術期刊論文與研究計畫--郭訓志 助理教授 / Review of Risk Management–Related Academic Journal Articles and Research Projects – Assistant Professor Hsun-Chih Kuo
1. 學術期刊論文 (精選論文; Selected Journal Articles)
Yuneung Kim, Won Son, Johan Lim, Hsun-Chih Kuo (2017). A General Algorithm for Nonparametric Maximum Likelihood Estimator of Stochastically Ordered Survival Functions from Case 2 Interval Censored Data, Communications in Statistics - Simulation and Computation (SCI/SCIE)
Yi-Ting Hwang, Hsun-Chih Kuo, Chun-Chao Wang, and Meng Feng Lee (2014). Estimating the Number of True Null Hypotheses in Multiple Hypothesis Testing, Statistics and Computing, 24 (3), 399-416. (SCI/SCIE)
Jung A Um, ..., Young Bae Seo, Hsun-Chih Kuo, Johan Lim, ..., Jeongmi Lee (2013). Discrimination Between Genetically Identical Peony Roots From Different Regions of Origin Based on H-nuclear Magnetic Resonance Spectroscopy-based Metabolomics: Determination of the Geographical Origins and Estimation of the Mixing Proportions of Blended Samples, Analytical and Bioanalytical Chemistry, 405 (23), 7523–7534. (SCI/SCIE).
Hsun-Chih Kuo*, Jen-Tse Hunag, Huey-miin Hsueh (2011). On Feature Selection of High Dimensional Data - Application on Classifying Proteomic Spectra Data, Journal of Data Analysis, 6:3, 67-80 (SCI/SCIE) *Corresponding Author
2. 研究計畫
Constrained Statistical Inference of Survival Functions under Censoring/Truncation.
Constrained Statistical Inference of Contingency Table Under Odds Ratio Constraints.
Constrained Statistical Inference of Contingency Table Under U-shaped Odds Constraints.
On James-Stein Estimator for Feature Selection.
LASSO typed Penalized SVM
On Clustering Approach for High Dimensional Data Analysis.
Fuzzy-measure based Meta-Analysis of classification methods.
Kernel-type Segmentation Based Feature Selection Method.
On Fuzzy-measure based meta-analysis of classification methods
On Big Data analysis and machine learning
自 2013 年開始和韓國首爾大學統計系Johan Lim 教授合作研究，主題如下:
(a) Analysis of mass spectral data of mixtures of compounds.
(b) Ordered restricted inference on interval censored data.
(c) Rank regression.
(d) Ranked-set sampling and judgment post-stratification with non-informative ranker.
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