Elizabeth P. Chou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Imbalanced Data Classification

Conditional Entropy

Exploratory Data Analysis

Top Venues

Commun. Stat. Simul. Comput.

Publications

Fushing Hsieh, Hong-Wei Kao, Elizabeth P. Chou
Topological Risk-Landscape in Metric-Free Categorical Database. IEEE Access 12 (2024)
Elizabeth P. Chou, Shan-Ping Yang
A virtual multi-label approach to imbalanced data classification. Commun. Stat. Simul. Comput. 53 (3) (2024)
Elizabeth P. Chou, Ting-Li Chen, Fushing Hsieh
Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems. Entropy 24 (2) (2022)
Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou
Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics. Entropy 24 (10) (2022)
Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen
Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis. Entropy 23 (5) (2021)
Fushing Hsieh, Elizabeth P. Chou
Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics Perspectives of Baseball Pitching Dynamics. Entropy 23 (7) (2021)
Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh
Categorical Nature of Major Factor Selection via Information Theoretic Measurements. Entropy 23 (12) (2021)
Elizabeth P. Chou
Data Driven Geometry for Learning. MLDM (2015)
Elizabeth P. Chou, Fushing Hsieh, John Capitanio
Computed Data-Geometry Based Supervised and Semi-supervised Learning in High Dimensional Data. ICMLA (1) (2013)