Chun-An Chou

Orcid: 0000-0001-5806-2093

According to our database1, Chun-An Chou authored at least 47 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability.
IEEE J. Biomed. Health Informatics, July, 2024

H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses.
CoRR, 2024

2023
Graph-based learning of nonlinear physiological interactions for classification of emotions.
Pattern Recognit., November, 2023

An Analytical Approach for Dispatch Operations of Emergency Medical Services: A Case Study of COVID-19.
Oper. Res. Forum, June, 2023

Multi-event survival analysis through dynamic multi-modal learning for ICU mortality prediction.
Comput. Methods Programs Biomed., June, 2023

2022
A combinatorial optimization approach for multi-label associative classification.
Knowl. Based Syst., 2022

Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systems.
Biomed. Signal Process. Control., 2022

Early ICU Mortality Prediction for Respiratory Failure by A Regression-Based Hazard Markov Model.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

An Enhanced Imputation Approach for Spatio-Temporal Clinical Data.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

An Embedded Machine Learning Model for Early Detection and Intervention of High-Risk Intensive Care Unit Readmission Patients.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
A Novel Switching State-Space Model for Post-ICU Mortality Prediction and Survival Analysis.
IEEE J. Biomed. Health Informatics, 2021

A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing.
Expert Syst. Appl., 2021

Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure.
CoRR, 2021

A Koopman-operator-theoretical approach for anomaly recognition and detection of multi-variate EEG system.
Biomed. Signal Process. Control., 2021

Detecting Epileptic Seizures via Non-Uniform Multivariate Embedding of EEG Signals.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat.
Expert Syst. Appl., 2020

Integrated optimization model and algorithm for pattern generation and selection in logical analysis of data.
Comput. Oper. Res., 2020

Mixed-integer optimization approach to learning association rules for unplanned ICU transfer.
Artif. Intell. Medicine, 2020

Detecting Physiological Changes in Response to Sudden Events in Driving: A Nonlinear Dynamics Approach.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

2019
Detecting Abnormal Pattern of Epileptic Seizures via Temporal Synchronization of EEG Signals.
IEEE Trans. Biomed. Eng., 2019

Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability.
CoRR, 2019

A Network-based Multimodal Data Fusion Approach for Characterizing Dynamic Multimodal Physiological Patterns.
CoRR, 2019

2018
Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach.
IEEE J. Biomed. Health Informatics, 2018

A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes.
IEEE Trans Autom. Sci. Eng., 2018

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience.
CoRR, 2018

MMDF2018 Workshop Report.
CoRR, 2018

Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEG.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
Multi-pattern generation framework for logical analysis of data.
Ann. Oper. Res., 2017

Applied optimization and data mining.
Ann. Oper. Res., 2017

2016
A Gaussian mixture model based discretization algorithm for associative classification of medical data.
Expert Syst. Appl., 2016

Brain response pattern identification of fMRI data using a particle swarm optimization-based approach.
Brain Informatics, 2016

Exploring stability-based voxel selection methods in MVPA using cognitive neuroimaging data: a comprehensive study.
Brain Informatics, 2016

Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals.
Proceedings of the Brain Informatics and Health - International Conference, 2016

A Simple Distance Based Seizure Onset Detection Algorithm Using Common Spatial Patterns.
Proceedings of the Brain Informatics and Health - International Conference, 2016

Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals.
Proceedings of the Brain Informatics and Health - International Conference, 2016

2015
Developmental changes in spontaneous electrocortical activity and network organization from early to late childhood.
NeuroImage, 2015

Column-Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups.
INFORMS J. Comput., 2015

Classification Analysis of Chronological Age Using Brief Resting Electroencephalographic (EEG) Recordings.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Voxel Selection Framework in Multi-Voxel Pattern Analysis of fMRI Data for Prediction of Neural Response to Visual Stimuli.
IEEE Trans. Medical Imaging, 2014

Sparse optimization in feature selection: application in neuroimaging.
J. Glob. Optim., 2014

A systems approach for scheduling aircraft landings in JFK airport.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Prediction of Mortality and Survival of Patients After Cardiac Surgery Using Fuzzy EuroSCORE System and Reliability Analysis.
Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2012
Capacitated clustering problem in computational biology: Combinatorial and statistical approach for sibling reconstruction.
Comput. Oper. Res., 2012

Information-Theoretic Based Feature Selection for Multi-Voxel Pattern Analysis of fMRI Data.
Proceedings of the Brain Informatics - International Conference, 2012

An integrated optimization framework for inferring two generation kinships and parental genotypes from microsatellite samples.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2010
Combinatorial Reconstruction of Half-Sibling Groups from Microsatellite Data.
J. Bioinform. Comput. Biol., 2010

New Optimization Model and Algorithm for Sibling Reconstruction from Genetic Markers.
INFORMS J. Comput., 2010


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