7 citations · 14 across the 5 of their papers we have counts for
5 papers
Unraveling implicit human behavioral effects on dynamic characteristics of Covid-19 daily infection rates in Taiwan
Ting-Li Chen, Elizabeth P. Chou, Min-Yi Chen +1
We study Covid-19 spreading dynamics underlying 84 curves of daily Covid-19 infection rates pertaining to 84 districts belonging to the largest seven cities in Taiwan during her pr…
Learned practical guidelines for evaluating Conditional Entropy and Mutual Information in discovering major factors of response-vs-covariate dynamics
Ting-Li Chen, Hsieh Fushing, Elizabeth P. Chou
We reformulate and reframe a series of increasingly complex parametric statistical topics into a framework of response-vs-covariate (Re-Co) dynamics that is described without any e…
Multiscale major factor selections for complex system data with structural dependency and heterogeneity
Hsieh Fushing, Elizabeth Chou, Ting-Li Chen
Based on structured data derived from large complex systems, we computationally further develop and refine a major factor selection protocol by accommodating structural dependency…
Extreme-K categorical samples problem
Elizabeth Chou, Catie McVey, Yin-Chen Hsieh +2
With histograms as its foundation, we develop Categorical Exploratory Data Analysis (CEDA) under the extreme- sample problem, and illustrate its universal applicability through…
Dimension Reduction of High-Dimensional Datasets Based on Stepwise SVM
Elizabeth P. Chou, Tzu-Wei Ko
The current study proposes a dimension reduction method, stepwise support vector machine (SVM), to reduce the dimensions of large p small n datasets. The proposed method is compare…