7 citations · 24 across the 17 of their papers we have counts for
5 papers · 1 filter
Unraveling heterogeneity of ADNI's time-to-event data using conditional entropy Part-I: Cross-sectional study
Shuting Liao, Fushing Hsieh
Through Alzheimer's Disease Neuroimaging Initiative (ADNI), time-to-event data: from the pre-dementia state of mild cognitive impairment (MCI) to the diagnosis of Alzheimer's disea…
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…
Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics perspectives of baseball pitching dynamics
Fushing Hsieh, Elizabeth P. Chou
From two coupled Multiclass Classification (MCC) and Response Manifold Analytics (RMA) perspectives, we develop Categorical Exploratory Data Analysis (CEDA) on PITCHf/x database fo…
Coupling geometry on binary bipartite networks: hypotheses testing on pattern geometry and nestedness
Jiahui Guan, Hsieh Fushing
Upon a matrix representation of a binary bipartite network, via the permutation invariance, a coupling geometry is computed to approximate the minimum energy macrostate of a networ…
Graphic displays of MLB pitching mechanics and its evolutions in PITCHf/x data
Fushing Hsieh, Kevin Fujii, Tania Roy +2
Systemic and idiosyncratic patterns in pitching mechanics of 24 top starting pitchers in Major League Baseball (MLB) are extracted and discovered from PITCHf/x database. These evol…