Fushing Hsieh

Orcid: 0000-0002-9292-6980

According to our database1, Fushing Hsieh authored at least 29 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An encoding approach for stable change point detection.
Mach. Learn., July, 2024

Unraveling Heterogeneity of ADNI's Time-to-Event Data Using Conditional Entropy - Part I: Cross-Sectional Study.
IEEE Access, 2024

Topological Risk-Landscape in Metric-Free Categorical Database.
IEEE Access, 2024

2023
Ordinal Conditional Entropy Displays Reveal Intrinsic Characteristics of the Rosenberg Self-Esteem Scale.
Entropy, September, 2023

Mimicking Gait Dynamics: A Step Toward Precision Learning of Human Activities.
IEEE Access, 2023

2022
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.
IEEE J. Biomed. Health Informatics, 2022

Livestock Informatics Toolkit: A Case Study in Visually Characterizing Complex Behavioral Patterns across Multiple Sensor Platforms, Using Novel Unsupervised Machine Learning and Information Theoretic Approaches.
Sensors, 2022

Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems.
Entropy, 2022

Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics.
Entropy, 2022

2021
Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis.
Entropy, 2021

Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics Perspectives of Baseball Pitching Dynamics.
Entropy, 2021

Categorical Nature of Major Factor Selection via Information Theoretic Measurements.
Entropy, 2021

Coarse- and fine-scale geometric information content of Multiclass Classification and implied Data-driven Intelligence.
CoRR, 2021

2020
A Data-Driven Approach to Predict and Classify Epileptic Seizures from Brain-Wide Calcium Imaging Video Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

From Learning Gait Signatures of Many Individuals to Reconstructing Gait Dynamics of One Single Individual.
Frontiers Appl. Math. Stat., 2020

Categorical exploratory data analysis on goodness-of-fit issues.
CoRR, 2020

Color-complexity enabled exhaustive color-dots identification and spatial patterns testing in images.
CoRR, 2020

2019
Unraveling Pattern-Based Mechanics Defining Self-Organized Recurrent Behaviors in a Complex System: A Zebrafish's Calcium Brain-Wide Imaging Example.
Frontiers Appl. Math. Stat., 2019

2018
Coupling Geometry on Binary Bipartite Networks: Hypotheses Testing on Pattern Geometry and Nestedness.
Frontiers Appl. Math. Stat., 2018

On Association Study of Scalp EEG Data Channels Under Different Circumstances.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2018

Learning from Group Comparisons: Exploiting Higher Order Interactions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Computable Expert Knowledge in Computer Games.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial Optimization Problems.
Frontiers Appl. Math. Stat., 2016

Mimicking Directed Binary Networks for Exploring Systemic Sensitivity: Is NCAA FBS a Fragile Competition System?
Frontiers Appl. Math. Stat., 2016

2015
Computing and Learning Year-Round Daily Patterns of Hourly Wind Speed and Direction and Their Global Associations with Meteorological Factors.
Entropy, 2015

2013
Discovering focal regions of slightly-aggregated sparse signals.
Comput. Stat., 2013

Computed Data-Geometry Based Supervised and Semi-supervised Learning in High Dimensional Data.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2010
Coupling among Electroencephalogram Gamma Signals on a Short Time Scale.
Comput. Intell. Neurosci., 2010

2009
Computing circadian rhythmic patterns and beyond: introduction to a new non-Fourier analysis.
Comput. Stat., 2009


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