New Optimization Model and Algorithm for Sibling Reconstruction from Genetic Markers. - Wanpracha Art Chaovalitwongse; Chun-An Chou; Tanya Y. Berger-Wolf; Bhaskar DasGupta; Saad I. Sheikh; Mary V. Ashley; Isabel C. Caballero (INFORMS J. Comput., 2010)

Combinatorial Reconstruction of Half-Sibling Groups from Microsatellite Data. - Saad I. Sheikh; Tanya Y. Berger-Wolf; Ashfaq A. Khokhar; Isabel C. Caballero; Mary V. Ashley; Wanpracha Art Chaovalitwongse; Chun-An Chou; Bhaskar DasGupta (J. Bioinform. Comput. Biol., 2010)

An integrated optimization framework for inferring two generation kinships and parental genotypes from microsatellite samples. - 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 (BCB, 2012)

Information-Theoretic Based Feature Selection for Multi-Voxel Pattern Analysis of fMRI Data. - Chun-An Chou; Kittipat Kampa; Sonya H. Mehta; Rosalia F. Tungaraza; Wanpracha Art Chaovalitwongse; Thomas J. Grabowski (Brain Informatics, 2012)

Capacitated clustering problem in computational biology: Combinatorial and statistical approach for sibling reconstruction. - Chun-An Chou; Wanpracha Art Chaovalitwongse; Tanya Y. Berger-Wolf; Bhaskar DasGupta; Mary V. Ashley (Comput. Oper. Res., 2012)

Prediction of Mortality and Survival of Patients After Cardiac Surgery Using Fuzzy EuroSCORE System and Reliability Analysis. - Sina Khanmohammadi; Hassan Sadeghpour Khameneh; Harold W. Lewis III; Chun-An Chou (Complex Adaptive Systems, 2013)

A systems approach for scheduling aircraft landings in JFK airport. - Sina Khanmohammadi; Chun-An Chou; Harold W. Lewis III; Doug Elias (FUZZ-IEEE, 2014)

Sparse optimization in feature selection: application in neuroimaging. - Kittipat Kampa; Sonya H. Mehta; Chun-An Chou; Wanpracha Art Chaovalitwongse; Thomas J. Grabowski (J. Glob. Optim., 2014)

Voxel Selection Framework in Multi-Voxel Pattern Analysis of fMRI Data for Prediction of Neural Response to Visual Stimuli. - Chun-An Chou; Kittipat Kampa; Sonya H. Mehta; Rosalia F. Tungaraza; W. Art Chaovalitwongse; Thomas J. Grabowski (IEEE Trans. Medical Imaging, 2014)

Classification Analysis of Chronological Age Using Brief Resting Electroencephalographic (EEG) Recordings. - Miaolin Fan; Vladimir Miskovic; Chun-An Chou; Sina Khanmohammadi; Hiroki Sayama; Brandon E. Gibb (BIH, 2015)

Column-Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups. - Chun-An Chou; Zhe Liang; Wanpracha Art Chaovalitwongse; Tanya Y. Berger-Wolf; Bhaskar DasGupta; Saad I. Sheikh; Mary V. Ashley; Isabel C. Caballero (INFORMS J. Comput., 2015)

Developmental changes in spontaneous electrocortical activity and network organization from early to late childhood. - Vladimir Miskovic; Xinpei Ma; Chun-An Chou; Miaolin Fan; Max Owens; Hiroki Sayama; Brandon E. Gibb (NeuroImage, 2015)

Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals. - Miaolin Fan; Mohammad Samie Tootooni; Rajesh Sharma Sivasubramony; Vladimir Miskovic; Prahalada K. Rao; Chun-An Chou (BIH, 2016)

A Simple Distance Based Seizure Onset Detection Algorithm Using Common Spatial Patterns. - Sina Khanmohammadi; Chun-An Chou (BIH, 2016)

Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals. - Mohammad Samie Tootooni; Miaolin Fan; Rajesh Sharma Sivasubramony; Chun-An Chou; Vladimir Miskovic; Prahalada K. Rao (BIH, 2016)

Exploring stability-based voxel selection methods in MVPA using cognitive neuroimaging data: a comprehensive study. - Miaolin Fan; Chun-An Chou (Brain Informatics, 2016)

Brain response pattern identification of fMRI data using a particle swarm optimization-based approach. - Xinpei Ma; Chun-An Chou; Hiroki Sayama; Wanpracha Art Chaovalitwongse (Brain Informatics, 2016)

A Gaussian mixture model based discretization algorithm for associative classification of medical data. - Sina Khanmohammadi; Chun-An Chou (Expert Syst. Appl., 2016)

Applied optimization and data mining. - W. Art Chaovalitwongse; Chun-An Chou; Zhe Liang; Shouyi Wang (Ann. Oper. Res., 2017)

Multi-pattern generation framework for logical analysis of data. - Chun-An Chou; Tibérius O. Bonates; Chungmok Lee; Wanpracha Art Chaovalitwongse (Ann. Oper. Res., 2017)

Recognizing affective state patterns using regularized learning with nonlinear dynamical features of EEG. - Miaolin Fan; Chun-An Chou (BHI, 2018)

MMDF2018 Workshop Report. - Chun-An Chou; Xiaoning Jin; Amy Mueller; Sarah Ostadabbas (CoRR, 2018)

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. - Yu Yin 001; Mohsen Nabian; Miaolin Fan; Chun-An Chou; Maria Gendron; Sarah Ostadabbas (CoRR, 2018)

A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes. - Mohammad Samie Tootooni; Prahalad K. Rao; Chun-An Chou; Zhenyu James Kong (IEEE Trans Autom. Sci. Eng., 2018)

Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach. - Sina Khanmohammadi; Chun-An Chou (IEEE J. Biomed. Health Informatics, 2018)

A Network-based Multimodal Data Fusion Approach for Characterizing Dynamic Multimodal Physiological Patterns. - Miaolin Fan; Chun-An Chou; Sheng-Che Yen; Yingzi Lin (CoRR, 2019)

Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability. - Shaodi Qian; Sheng-Che Yen; Eric Folmar; Chun-An Chou (CoRR, 2019)

Detecting Abnormal Pattern of Epileptic Seizures via Temporal Synchronization of EEG Signals. - Miaolin Fan; Chun-An Chou (IEEE Trans. Biomed. Eng., 2019)

Detecting Physiological Changes in Response to Sudden Events in Driving: A Nonlinear Dynamics Approach. - Miaolin Fan; Zhiwei Yu; Chun-An Chou; Sheng-Che Yen; Yingzi Lin (AIM, 2020)

Mixed-integer optimization approach to learning association rules for unplanned ICU transfer. - Chun-An Chou; Qingtao Cao; Shao-Jen Weng; Che-Hung Tsai (Artif. Intell. Medicine, 2020)

Integrated optimization model and algorithm for pattern generation and selection in logical analysis of data. - Ruilin Ouyang; Chun-An Chou (Comput. Oper. Res., 2020)

Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat. - Aya Khalaf; Mohsen Nabian; Miaolin Fan; Yu Yin 001; Jolie B. Wormwood; Erika Siegel; Karen S. Quigley; Lisa Feldman Barrett; Murat Akçakaya; Chun-An Chou; Sarah Ostadabbas (Expert Syst. Appl., 2020)

Detecting Epileptic Seizures via Non-Uniform Multivariate Embedding of EEG Signals. - Haidong Gu; Chun-An Chou (EMBC, 2021)

A Koopman-operator-theoretical approach for anomaly recognition and detection of multi-variate EEG system. - Shaodi Qian; Chun-An Chou (Biomed. Signal Process. Control., 2021)

Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure. - Yilin Yin; Chun-An Chou (CoRR, 2021)

A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing. - Rohit Bokade; Alfred Navato; Ruilin Ouyang; Xiaoning Jin; Chun-An Chou; Sarah Ostadabbas; Amy Mueller (Expert Syst. Appl., 2021)

A Novel Switching State-Space Model for Post-ICU Mortality Prediction and Survival Analysis. - Yilin Yin; Chun-An Chou (IEEE J. Biomed. Health Informatics, 2021)

An Embedded Machine Learning Model for Early Detection and Intervention of High-Risk Intensive Care Unit Readmission Patients. - Lu He; Haifeng Wang; Mandana Rezaeiahari; Chun-An Chou (BIBM, 2022)

An Enhanced Imputation Approach for Spatio-Temporal Clinical Data. - Yilin Yin; Chun-An Chou (CASE, 2022)

Early ICU Mortality Prediction for Respiratory Failure by A Regression-Based Hazard Markov Model. - Yilin Yin; Chun-An Chou (EMBC, 2022)

Optimizing non-uniform multivariate embedding for multiscale entropy analysis of complex systems. - Haidong Gu; Chun-An Chou (Biomed. Signal Process. Control., 2022)

A combinatorial optimization approach for multi-label associative classification. - Yuchun Zou; Chun-An Chou (Knowl. Based Syst., 2022)

Multi-event survival analysis through dynamic multi-modal learning for ICU mortality prediction. - Yilin Yin; Chun-An Chou (Comput. Methods Programs Biomed., 2023)

An Analytical Approach for Dispatch Operations of Emergency Medical Services: A Case Study of COVID-19. - Jing Liu; Ruilin Ouyang; Chun-An Chou; Jacqueline A. Griffin (Oper. Res. Forum, 2023)

Graph-based learning of nonlinear physiological interactions for classification of emotions. - Huiyu Huang; Miaolin Fan; Chun-An Chou (Pattern Recognit., 2023)

H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses. - Haidong Gu; Nathan B. Gaw; Yinan Wang; Chancellor Johnstone; Christine Beauchene; Sophia Yuditskaya; Hrishikesh Rao 002; Chun-An Chou (CoRR, 2024)

GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability. - Haidong Gu; Sheng-Che Yen; Eric Folmar; Chun-An Chou (IEEE J. Biomed. Health Informatics, 2024)