Elizabeth P. Chou

According to our database, Elizabeth P. Chou authored at least 9 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

A virtual multi-label approach to imbalanced data classification.

Elizabeth P. Chou, Shan-Ping Yang

Commun. Stat. Simul. Comput., March, 2024

Topological Risk-Landscape in Metric-Free Categorical Database.

Fushing Hsieh, Hong-Wei Kao, Elizabeth P. Chou

IEEE Access, 2024

2022

Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems.

Elizabeth P. Chou, Ting-Li Chen, Fushing Hsieh

Entropy, 2022

Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics.

Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou

Entropy, 2022

2021

Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis.

Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen

Entropy, 2021

Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics Perspectives of Baseball Pitching Dynamics.

Fushing Hsieh, Elizabeth P. Chou

Entropy, 2021

Categorical Nature of Major Factor Selection via Information Theoretic Measurements.

Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh

Entropy, 2021

2015

Data Driven Geometry for Learning.

Elizabeth P. Chou

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

2013

Computed Data-Geometry Based Supervised and Semi-supervised Learning in High Dimensional Data.

Elizabeth P. Chou, Fushing Hsieh, John Capitanio

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013