Chun-An Chou

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 39

Top Topics

Nonlinear Dynamics

Epileptic Seizures

Top Venues

IEEE J. Biomed. Health Informatics

Expert Syst. Appl.

Publications

Haidong Gu, Nathan Gaw, Yinan Wang, Chancellor Johnstone, Christine Beauchene, Sophia Yuditskaya, Hrishikesh Rao, Chun-An Chou
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses. CoRR (2024)
Haidong Gu, Sheng-Che Yen, Eric Folmar, Chun-An Chou
GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Jing Liu, Ruilin Ouyang, Chun-An Chou, Jacqueline A. Griffin
An Analytical Approach for Dispatch Operations of Emergency Medical Services: A Case Study of COVID-19. Oper. Res. Forum 4 (2) (2023)
Huiyu Huang, Miaolin Fan, Chun-An Chou
Graph-based learning of nonlinear physiological interactions for classification of emotions. Pattern Recognit. 143 (2023)
Yilin Yin, Chun-An Chou
Multi-event survival analysis through dynamic multi-modal learning for ICU mortality prediction. Comput. Methods Programs Biomed. 235 (2023)
Lu He, Haifeng Wang, Mandana Rezaeiahari, Chun-An Chou
An Embedded Machine Learning Model for Early Detection and Intervention of High-Risk Intensive Care Unit Readmission Patients. BIBM (2022)
Yuchun Zou, Chun-An Chou
A combinatorial optimization approach for multi-label associative classification. Knowl. Based Syst. 240 (2022)
Yilin Yin, Chun-An Chou
Early ICU Mortality Prediction for Respiratory Failure by A Regression-Based Hazard Markov Model. EMBC (2022)
Yilin Yin, Chun-An Chou
An Enhanced Imputation Approach for Spatio-Temporal Clinical Data. CASE (2022)
Haidong Gu, Chun-An Chou
Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systems. Biomed. Signal Process. Control. 71 (Part) (2022)
Rohit Bokade, Alfred Navato, Ruilin Ouyang, Xiaoning Jin, Chun-An Chou, Sarah Ostadabbas, Amy Mueller
A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing. Expert Syst. Appl. 165 (2021)
Shaodi Qian, Chun-An Chou
A Koopman-operator-theoretical approach for anomaly recognition and detection of multi-variate EEG system. Biomed. Signal Process. Control. 69 (2021)
Yilin Yin, Chun-An Chou
A Novel Switching State-Space Model for Post-ICU Mortality Prediction and Survival Analysis. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Yilin Yin, Chun-An Chou
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure. CoRR (2021)
Haidong Gu, Chun-An Chou
Detecting Epileptic Seizures via Non-Uniform Multivariate Embedding of EEG Signals. EMBC (2021)
Aya Khalaf, Mohsen Nabian, Miaolin Fan, Yu Yin, Jolie B. Wormwood, Erika Siegel, Karen S. Quigley, Lisa Feldman Barrett, Murat Akçakaya, Chun-An Chou, Sarah Ostadabbas
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat. Expert Syst. Appl. 140 (2020)
Chun-An Chou, Qingtao Cao, Shao-Jen Weng, Che-Hung Tsai
Mixed-integer optimization approach to learning association rules for unplanned ICU transfer. Artif. Intell. Medicine 103 (2020)
Ruilin Ouyang, Chun-An Chou
Integrated optimization model and algorithm for pattern generation and selection in logical analysis of data. Comput. Oper. Res. 124 (2020)
Miaolin Fan, Zhiwei Yu, Chun-An Chou, Sheng-Che Yen, Yingzi Lin
Detecting Physiological Changes in Response to Sudden Events in Driving: A Nonlinear Dynamics Approach. AIM (2020)
Shaodi Qian, Sheng-Che Yen, Eric Folmar, Chun-An Chou
Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability. CoRR (2019)
Miaolin Fan, Chun-An Chou
Detecting Abnormal Pattern of Epileptic Seizures via Temporal Synchronization of EEG Signals. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Chun-An Chou, Qingtao Cao, Shao-Jen Weng, Che-Hung Tsai
Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer. CoRR (2019)
Miaolin Fan, Chun-An Chou, Sheng-Che Yen, Yingzi Lin
A Network-based Multimodal Data Fusion Approach for Characterizing Dynamic Multimodal Physiological Patterns. CoRR (2019)
Chun-An Chou, Xiaoning Jin, Amy Mueller, Sarah Ostadabbas
MMDF2018 Workshop Report. CoRR (2018)
Mohammad Samie Tootooni, Prahalad K. Rao, Chun-An Chou, Zhenyu James Kong
A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes. IEEE Trans Autom. Sci. Eng. 15 (1) (2018)
Miaolin Fan, Chun-An Chou
Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEG. BHI (2018)
Yu Yin, Mohsen Nabian, Miaolin Fan, Chun-An Chou, Maria Gendron, Sarah Ostadabbas
Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. CoRR (2018)
Sina Khanmohammadi, Chun-An Chou
Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach. IEEE J. Biomed. Health Informatics 22 (1) (2018)
W. Art Chaovalitwongse, Chun-An Chou, Zhe Liang, Shouyi Wang
Applied optimization and data mining. Ann. Oper. Res. 249 (1-2) (2017)
Chun-An Chou, Tibérius O. Bonates, Chungmok Lee, Wanpracha Art Chaovalitwongse
Multi-pattern generation framework for logical analysis of data. Ann. Oper. Res. 249 (1-2) (2017)
Sina Khanmohammadi, Chun-An Chou
A Gaussian mixture model based discretization algorithm for associative classification of medical data. Expert Syst. Appl. 58 (2016)
Sina Khanmohammadi, Chun-An Chou
A Simple Distance Based Seizure Onset Detection Algorithm Using Common Spatial Patterns. BIH (2016)
Miaolin Fan, Chun-An Chou
Exploring stability-based voxel selection methods in MVPA using cognitive neuroimaging data: a comprehensive study. Brain Informatics 3 (3) (2016)
Miaolin Fan, Mohammad Samie Tootooni, Rajesh Sharma Sivasubramony, Vladimir Miskovic, Prahalada K. Rao, Chun-An Chou
Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals. BIH (2016)
Mohammad Samie Tootooni, Miaolin Fan, Rajesh Sharma Sivasubramony, Chun-An Chou, Vladimir Miskovic, Prahalada K. Rao
Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals. BIH (2016)
Xinpei Ma, Chun-An Chou, Hiroki Sayama, Wanpracha Art Chaovalitwongse
Brain response pattern identification of fMRI data using a particle swarm optimization-based approach. Brain Informatics 3 (3) (2016)
Miaolin Fan, Vladimir Miskovic, Chun-An Chou, Sina Khanmohammadi, Hiroki Sayama, Brandon E. Gibb
Classification Analysis of Chronological Age Using Brief Resting Electroencephalographic (EEG) Recordings. BIH (2015)
Chun-An Chou, Zhe Liang, Wanpracha Art Chaovalitwongse, Tanya Y. Berger-Wolf, Bhaskar DasGupta, Saad I. Sheikh, Mary V. Ashley, Isabel C. Caballero
Column-Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups. INFORMS J. Comput. 27 (1) (2015)
Vladimir Miskovic, Xinpei Ma, Chun-An Chou, Miaolin Fan, Max Owens, Hiroki Sayama, Brandon E. Gibb
Developmental changes in spontaneous electrocortical activity and network organization from early to late childhood. NeuroImage 118 (2015)
Chun-An Chou, Kittipat Kampa, Sonya H. Mehta, Rosalia F. Tungaraza, W. Art Chaovalitwongse, Thomas J. Grabowski
Voxel Selection Framework in Multi-Voxel Pattern Analysis of fMRI Data for Prediction of Neural Response to Visual Stimuli. IEEE Trans. Medical Imaging 33 (4) (2014)
Kittipat Kampa, Sonya H. Mehta, Chun-An Chou, Wanpracha Art Chaovalitwongse, Thomas J. Grabowski
Sparse optimization in feature selection: application in neuroimaging. J. Glob. Optim. 59 (2-3) (2014)
Sina Khanmohammadi, Chun-An Chou, Harold W. Lewis III, Doug Elias
A systems approach for scheduling aircraft landings in JFK airport. FUZZ-IEEE (2014)
Sina Khanmohammadi, Hassan Sadeghpour Khameneh, Harold W. Lewis III, Chun-An Chou
Prediction of Mortality and Survival of Patients After Cardiac Surgery Using Fuzzy EuroSCORE System and Reliability Analysis. Complex Adaptive Systems (2013)
Chun-An Chou, Wanpracha Art Chaovalitwongse, Tanya Y. Berger-Wolf, Bhaskar DasGupta, Mary V. Ashley
Capacitated clustering problem in computational biology: Combinatorial and statistical approach for sibling reconstruction. Comput. Oper. Res. 39 (3) (2012)
Chun-An Chou, Kittipat Kampa, Sonya H. Mehta, Rosalia F. Tungaraza, Wanpracha Art Chaovalitwongse, Thomas J. Grabowski
Information-Theoretic Based Feature Selection for Multi-Voxel Pattern Analysis of fMRI Data. Brain Informatics (2012)
Daehan Won, Chun-An Chou, Wanpracha Art Chaovalitwongse, Tanya Y. Berger-Wolf, Bhaskar DasGupta, Ashfaq A. Khokhar, Marco Maggioni, Saad I. Sheikh, Mary V. Ashley, Jason Palagi
An integrated optimization framework for inferring two generation kinships and parental genotypes from microsatellite samples. BCB (2012)
Wanpracha Art Chaovalitwongse, Chun-An Chou, Tanya Y. Berger-Wolf, Bhaskar DasGupta, Saad I. Sheikh, Mary V. Ashley, Isabel C. Caballero
New Optimization Model and Algorithm for Sibling Reconstruction from Genetic Markers. INFORMS J. Comput. 22 (2) (2010)
Saad I. Sheikh, Tanya Y. Berger-Wolf, Ashfaq A. Khokhar, Isabel C. Caballero, Mary V. Ashley, Wanpracha Art Chaovalitwongse, Chun-An Chou, Bhaskar DasGupta
Combinatorial Reconstruction of Half-Sibling Groups from Microsatellite Data. J. Bioinform. Comput. Biol. 8 (2) (2010)