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Chun-An Chou
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Journal Articles
- 2023
- [j26]Yilin Yin, Chun-An Chou:
Multi-event survival analysis through dynamic multi-modal learning for ICU mortality prediction. Comput. Methods Programs Biomed. 235: 107545 (2023) - [j25]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) - [j24]Huiyu Huang, Miaolin Fan, Chun-An Chou:
Graph-based learning of nonlinear physiological interactions for classification of emotions. Pattern Recognit. 143: 109794 (2023) - 2022
- [j23]Haidong Gu, Chun-An Chou:
Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systems. Biomed. Signal Process. Control. 71(Part): 103206 (2022) - [j22]Yuchun Zou, Chun-An Chou:
A combinatorial optimization approach for multi-label associative classification. Knowl. Based Syst. 240: 108088 (2022) - 2021
- [j21]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: 102911 (2021) - [j20]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: 113885 (2021) - [j19]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): 3587-3595 (2021) - 2020
- [j18]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: 101806 (2020) - [j17]Ruilin Ouyang, Chun-An Chou:
Integrated optimization model and algorithm for pattern generation and selection in logical analysis of data. Comput. Oper. Res. 124: 105049 (2020) - [j16]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) - 2019
- [j15]Miaolin Fan, Chun-An Chou:
Detecting Abnormal Pattern of Epileptic Seizures via Temporal Synchronization of EEG Signals. IEEE Trans. Biomed. Eng. 66(3): 601-608 (2019) - 2018
- [j14]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): 127-144 (2018) - [j13]Sina Khanmohammadi, Chun-An Chou:
Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach. IEEE J. Biomed. Health Informatics 22(1): 154-160 (2018) - 2017
- [j12]W. Art Chaovalitwongse, Chun-An Chou, Zhe Liang, Shouyi Wang:
Applied optimization and data mining. Ann. Oper. Res. 249(1-2): 1-3 (2017) - [j11]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): 329-349 (2017) - 2016
- [j10]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): 181-192 (2016) - [j9]Miaolin Fan, Chun-An Chou:
Exploring stability-based voxel selection methods in MVPA using cognitive neuroimaging data: a comprehensive study. Brain Informatics 3(3): 193-203 (2016) - [j8]Sina Khanmohammadi, Chun-An Chou:
A Gaussian mixture model based discretization algorithm for associative classification of medical data. Expert Syst. Appl. 58: 119-129 (2016) - 2015
- [j7]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): 35-47 (2015) - [j6]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: 237-247 (2015) - 2014
- [j5]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): 439-457 (2014) - [j4]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): 925-934 (2014) - 2012
- [j3]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): 609-619 (2012) - 2010
- [j2]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): 180-194 (2010) - [j1]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): 337-356 (2010)
Conference and Workshop Papers
- 2022
- [c14]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: 1544-1549 - [c13]Yilin Yin, Chun-An Chou:
An Enhanced Imputation Approach for Spatio-Temporal Clinical Data. CASE 2022: 813-818 - [c12]Yilin Yin, Chun-An Chou:
Early ICU Mortality Prediction for Respiratory Failure by A Regression-Based Hazard Markov Model. EMBC 2022: 2651-2654 - 2021
- [c11]Haidong Gu, Chun-An Chou:
Detecting Epileptic Seizures via Non-Uniform Multivariate Embedding of EEG Signals. EMBC 2021: 1690-1693 - 2020
- [c10]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: 1537-1542 - 2018
- [c9]Miaolin Fan, Chun-An Chou:
Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEG. BHI 2018: 137-140 - 2016
- [c8]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: 42-51 - [c7]Sina Khanmohammadi, Chun-An Chou:
A Simple Distance Based Seizure Onset Detection Algorithm Using Common Spatial Patterns. BIH 2016: 233-242 - [c6]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: 252-261 - 2015
- [c5]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: 96-104 - 2014
- [c4]Sina Khanmohammadi, Chun-An Chou, Harold W. Lewis III, Doug Elias:
A systems approach for scheduling aircraft landings in JFK airport. FUZZ-IEEE 2014: 1578-1585 - 2013
- [c3]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: 368-373 - 2012
- [c2]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: 392-399 - [c1]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: 196-208
Informal and Other Publications
- 2024
- [i7]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 abs/2401.02905 (2024) - 2021
- [i6]Yilin Yin, Chun-An Chou:
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure. CoRR abs/2109.03048 (2021) - 2019
- [i5]Miaolin Fan, Chun-An Chou, Sheng-Che Yen, Yingzi Lin:
A Network-based Multimodal Data Fusion Approach for Characterizing Dynamic Multimodal Physiological Patterns. CoRR abs/1901.00877 (2019) - [i4]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 abs/1901.01558 (2019) - [i3]Chun-An Chou, Qingtao Cao, Shao-Jen Weng, Che-Hung Tsai:
Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer. CoRR abs/1908.00966 (2019) - 2018
- [i2]Chun-An Chou, Xiaoning Jin, Amy Mueller, Sarah Ostadabbas:
MMDF2018 Workshop Report. CoRR abs/1808.10721 (2018) - [i1]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 abs/1811.07392 (2018)
Coauthor Index
aka: Wanpracha Art Chaovalitwongse
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