Chun-An Chou
Orcid: 0000-0001-5806-2093
According to our database1,
Chun-An Chou
authored at least 46 papers
between 2010 and 2024.
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Bibliography
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
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
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
CoRR, 2021
A Koopman-operator-theoretical approach for anomaly recognition and detection of multi-variate EEG system.
Biomed. Signal Process. Control., 2021
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
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
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
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
J. Glob. Optim., 2014
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
J. Bioinform. Comput. Biol., 2010
New Optimization Model and Algorithm for Sibling Reconstruction from Genetic Markers.
INFORMS J. Comput., 2010