Fushing Hsieh

30 papers A* 1C 1Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel R-Peak Detection Algorithm.
IEEE Access
Fushing Hsieh, Ting-Li Chen
2024 J jnl
An encoding approach for stable change point detection.
Mach. Learn.
Xiaodong Wang, Fushing Hsieh
2024 J jnl
Topological Risk-Landscape in Metric-Free Categorical Database.
IEEE Access
Fushing Hsieh, Hong-Wei Kao, Elizabeth P. Chou
2024 J jnl
Unraveling Heterogeneity of ADNI's Time-to-Event Data Using Conditional Entropy - Part I: Cross-Sectional Study.
IEEE Access
Shuting Liao, Fushing Hsieh
2023 J jnl
Mimicking Gait Dynamics: A Step Toward Precision Learning of Human Activities.
IEEE Access
Xi Yang, Fushing Hsieh
2023 J jnl
Ordinal Conditional Entropy Displays Reveal Intrinsic Characteristics of the Rosenberg Self-Esteem Scale.
Entropy
Emanuela Furfaro, Fushing Hsieh
2022 J jnl
Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics.
Entropy
Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou
2022 J jnl
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
Catherine McVey, Fushing Hsieh, Diego Manriquez, Pablo Pinedo, Kristina Horback
2022 J jnl
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.
IEEE J. Biomed. Health Informatics
Jingyi Zheng, Mingli Liang, Sujata Sinha, Linqiang Ge, Wei Yu, Arne D. Ekstrom, Fushing Hsieh
2022 J jnl
Unraveling Hidden Major Factors by Breaking Heterogeneity into Homogeneous Parts within Many-System Problems.
Entropy
Elizabeth P. Chou, Ting-Li Chen, Fushing Hsieh
2021 J jnl
Categorical Exploratory Data Analysis: From Multiclass Classification and Response Manifold Analytics Perspectives of Baseball Pitching Dynamics.
Entropy
Fushing Hsieh, Elizabeth P. Chou
2021 J jnl
Categorical Nature of Major Factor Selection via Information Theoretic Measurements.
Entropy
Ting-Li Chen, Elizabeth P. Chou, Fushing Hsieh
2021 J jnl
Coarse- and fine-scale geometric information content of Multiclass Classification and implied Data-driven Intelligence.
CoRR
Fushing Hsieh, Xiaodong Wang
2021 J jnl
Mimicking Complexity of Structured Data Matrix's Information Content: Categorical Exploratory Data Analysis.
Entropy
Fushing Hsieh, Elizabeth P. Chou, Ting-Li Chen
2020 J jnl
A Data-Driven Approach to Predict and Classify Epileptic Seizures from Brain-Wide Calcium Imaging Video Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jingyi Zheng, Fushing Hsieh, Linqiang Ge
2020 J jnl
Categorical exploratory data analysis on goodness-of-fit issues.
CoRR
Sabrina Enriquez, Fushing Hsieh
2020 J jnl
Color-complexity enabled exhaustive color-dots identification and spatial patterns testing in images.
CoRR
Shuting Liao, Li-Yu Daisy Liu, Ting-An Chen, Kuang-Yu Chen, Fushing Hsieh
2020 J jnl
From Learning Gait Signatures of Many Individuals to Reconstructing Gait Dynamics of One Single Individual.
Frontiers Appl. Math. Stat.
Fushing Hsieh, Xiaodong Wang
2019 J jnl
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.
Fushing Hsieh, Jingyi Zheng
2018 J jnl
Coupling Geometry on Binary Bipartite Networks: Hypotheses Testing on Pattern Geometry and Nestedness.
Frontiers Appl. Math. Stat.
Jiahui Guan, Fushing Hsieh
2018 A* conf
Learning from Group Comparisons: Exploiting Higher Order Interactions.
NeurIPS
Yao Li, Minhao Cheng, Kevin Fujii, Fushing Hsieh, Cho-Jui Hsieh
2018 — conf
On Association Study of Scalp EEG Data Channels Under Different Circumstances.
WASA
Jingyi Zheng, Mingli Liang, Arne D. Ekstrom, Linqiang Ge, Wei Yu, Fushing Hsieh
2017 C conf
Computable Expert Knowledge in Computer Games.
ICMLA
Kevin Fujii, Fushing Hsieh, Cho-Jui Hsieh
2016 J jnl
Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial Optimization Problems.
Frontiers Appl. Math. Stat.
Fushing Hsieh, Kevin Fujii, Cho-Jui Hsieh
2016 J jnl
Mimicking Directed Binary Networks for Exploring Systemic Sensitivity: Is NCAA FBS a Fragile Competition System?
Frontiers Appl. Math. Stat.
Fushing Hsieh, Kevin Fujii
2015 J jnl
Computing and Learning Year-Round Daily Patterns of Hourly Wind Speed and Direction and Their Global Associations with Meteorological Factors.
Entropy
Hsing-Ti Wu, Fushing Hsieh, Laurence Zsu-Hsin Chuang
2013 — conf
Computed Data-Geometry Based Supervised and Semi-supervised Learning in High Dimensional Data.
ICMLA (1)
Elizabeth P. Chou, Fushing Hsieh, John Capitanio
2013 J jnl
Discovering focal regions of slightly-aggregated sparse signals.
Comput. Stat.
Shu-Chun Chen, Fushing Hsieh, Chii-Ruey Hwang
2010 J jnl
Coupling among Electroencephalogram Gamma Signals on a Short Time Scale.
Comput. Intell. Neurosci.
Michael P. McAssey, Fushing Hsieh, Anne C. Smith
2009 J jnl
Computing circadian rhythmic patterns and beyond: introduction to a new non-Fourier analysis.
Comput. Stat.
Fushing Hsieh, Shu-Chun Chen, How-Jing Lee