Hernando C. Ombao

45 papers B 2Misc 3Journal 34Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Electrode Surface Area Impacts Measurement of High Frequency Oscillations in Human Intracranial EEG. IEEE Trans. Biomed. Eng. Kavyakantha Remakanthakurup Sindhu, Marco A. Pinto-Orellana, Hernando C. Ombao, Aliza Riba, Donald Phillips, Joffre Olaya, Daniel W. Shrey, Beth A. Lopour
2024	J	`jnl`	Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. IEEE J. Biomed. Health Informatics Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphaël C.-W. Phan, Hernando C. Ombao
2023	B	`conf`	A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification. ICIP Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando C. Ombao
2023	J	`jnl`	Bayesian parameter inference for partially observed stochastic differential equations driven by fractional Brownian motion. Stat. Comput. Mohamed Maama, Ajay Jasra, Hernando C. Ombao
2023	J	`jnl`	Editorial for the special issue on Time Series Analysis. Comput. Stat. Data Anal. Konstantinos Fokianos, Claudia Kirch, Hernando C. Ombao
2023	J	`jnl`	Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly Intractable Bayesian Inference. J. Comput. Graph. Stat. Luiza S. C. Piancastelli, Nial Friel, Wagner Barreto-Souza, Hernando C. Ombao
2022	J	`jnl`	Brain waves analysis via a non-parametric Bayesian mixture of autoregressive kernels. Comput. Stat. Data Anal. Guilllermo Granados-Garcia, Mark Fiecas, Babak Shahbaba, Norbert Fortin, Hernando C. Ombao
2022	Misc	`conf`	Frequency-Specific Non-Linear Granger Causality in a Network of Brain Signals. ICASSP Archishman Biswas, Hernando C. Ombao
2022	B	`conf`	Graph Autoencoder-Based Embedded Learning in Dynamic Brain Networks for Autism Spectrum Disorder Identification. ICIP Fuad Noman, Sin-Yee Yap, Raphaël C.-W. Phan, Hernando C. Ombao, Chee-Ming Ting
2022	J	`jnl`	Markov-switching state-space models with applications to neuroimaging. Comput. Stat. Data Anal. David Degras, Chee-Ming Ting, Hernando C. Ombao
2022	J	`jnl`	Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. IEEE Trans. Medical Imaging Chee-Ming Ting, Jeremy I. Skipper, Fuad Noman, Steven L. Small, Hernando C. Ombao
2022	J	`jnl`	Wavelet testing for a replicate-effect within an ordered multiple-trial experiment. Comput. Stat. Data Anal. Jonathan Embleton, Marina I. Knight, Hernando C. Ombao
2021	J	`jnl`	Clustering Brain Signals: a Robust Approach Using Functional Data Ranking. J. Classif. Tianbo Chen, Ying Sun, Carolina Euán, Hernando C. Ombao
2021	J	`jnl`	Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. IEEE Trans. Medical Imaging Chee-Ming Ting, S. Balqis Samdin, Meini Tang, Hernando C. Ombao
2021	J	`jnl`	Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. CoRR Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphael C.-W. Phan, Brian D. Boyd, Warren D. Taylor, Hernando C. Ombao
2021	—	`conf`	Lattice Paths for Persistent Diagrams. iMIMIC/TDA4MedicalData@MICCAI Moo K. Chung, Hernando C. Ombao
2021	J	`jnl`	Multi-Chaotic Analysis of Inter-Beat (R-R) Intervals in Cardiac Signals for Discrimination between Normal and Pathological Classes. Entropy Oleg N. Gorshkov, Hernando C. Ombao
2021	J	`jnl`	Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. CoRR Chee-Ming Ting, Jeremy I. Skipper, Steven L. Small, Hernando C. Ombao
2021	J	`jnl`	Topological Data Analysis of COVID-19 Virus Spike Proteins. CoRR Moo K. Chung, Hernando C. Ombao
2020	J	`jnl`	A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. IEEE J. Biomed. Health Informatics Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando C. Ombao, Hadri Hussain
2020	J	`jnl`	A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns. IEEE J. Biomed. Health Informatics Chun-Ren Phang, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Hernando C. Ombao
2020	J	`jnl`	Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. CoRR Chee-Ming Ting, S. Balqis Samdin, Meini Tang, Hernando C. Ombao
2020	J	`jnl`	Inference on Long-Range Temporal Correlations in Human EEG Data. IEEE J. Biomed. Health Informatics Rachel J. Smith, Hernando C. Ombao, Daniel W. Shrey, Beth A. Lopour
2020	J	`jnl`	Modeling Spectral Properties in Stationary Processes of Varying Dimensions with Applications to Brain Local Field Potential Signals. Entropy Raanju R. Sundararajan, Ron Frostig, Hernando C. Ombao
2020	J	`jnl`	Multi-Scale Factor Analysis of High-Dimensional Functional Connectivity in Brain Networks. IEEE Trans. Netw. Sci. Eng. Chee-Ming Ting, Hernando C. Ombao, Sh-Hussain Salleh, Ahmad Zubaidi Abdul Latif
2019	J	`jnl`	Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network. CoRR Chun-Ren Phang, Chee-Ming Ting, Fuad Noman, Hernando C. Ombao
2019	—	`conf`	Classification of EEG-based Effective Brain Connectivity in Schizophrenia using Deep Neural Networks. NER Chun-Ren Phang, Chee-Ming Ting, S. Balqis Samdin, Hernando C. Ombao
2019	—	`conf`	Detecting State Changes in Community Structure of Functional Brain Networks Using a Markov-Switching Stochastic Block Model. ISBI S. Balqis Samdin, Chee-Ming Ting, Hernando C. Ombao
2019	—	`conf`	Estimating Brain Connectivity Using Copula Gaussian Graphical Models. ISBI Xu Gao, Weining Shen, Chee-Ming Ting, Steven C. Cramer, Ramesh Srinivasan, Hernando C. Ombao
2019	J	`jnl`	Evaluation of monofractal and multifractal properties of inter-beat (R-R) intervals in cardiac signals for differentiation between the normal and pathology classes. IET Signal Process. Oleg N. Gorshkov, Hernando C. Ombao
2019	—	`conf`	Exploratory Analysis of Brain Signals through Low Dimensional Embedding. NER Yuxiao Wang, Chee-Ming Ting, Xu Gao, Hernando C. Ombao
2019	—	`conf`	Modeling Local Field Potentials with Regularized Matrix Data Clustering. NER Xu Gao, Weining Shen, Jianhua Hu, Norbert Fortin, Hernando C. Ombao
2019	Misc	`conf`	Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks. ICASSP Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao
2019	Misc	`conf`	Statistical Persistent Homology of Brain Signals. ICASSP Yuan Wang, Hernando C. Ombao, Moo K. Chung
2018	J	`jnl`	Dynamic classification using multivariate locally stationary wavelet processes. Signal Process. Timothy Park, Idris A. Eckley, Hernando C. Ombao
2018	J	`jnl`	Estimating Dynamic Connectivity States in fMRI Using Regime-Switching Factor Models. IEEE Trans. Medical Imaging Chee-Ming Ting, Hernando C. Ombao, S. Balqis Samdin, Sh-Hussain Salleh
2018	J	`jnl`	Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States. J. Classif. Xu Gao, Babak Shahbaba, Hernando C. Ombao
2018	J	`jnl`	Short-segment heart sound classification using an ensemble of deep convolutional neural networks. CoRR Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao
2018	J	`jnl`	Statistical models for brain signals with properties that evolve across trials. NeuroImage Hernando C. Ombao, Mark Fiecas, Chee-Ming Ting, Yin Fen Low
2018	J	`jnl`	The Hierarchical Spectral Merger Algorithm: A New Time Series Clustering Procedure. J. Classif. Carolina Euán, Hernando C. Ombao, Joaquín Ortega
2017	J	`jnl`	A Bayesian Double Fusion Model for Resting-State Brain Connectivity Using Joint Functional and Structural Data. Brain Connect. Hakmook Kang, Hernando C. Ombao, Christopher Fonnesbeck, Zhaohua Ding, Victoria L. Morgan
2016	J	`jnl`	Modeling Effective Connectivity in High-Dimensional Cortical Source Signals. IEEE J. Sel. Top. Signal Process. Yuxiao Wang, Chee-Ming Ting, Hernando C. Ombao
2014	J	`jnl`	Estimating Time-Evolving Partial Coherence Between Signals via Multivariate Locally Stationary Wavelet Processes. IEEE Trans. Signal Process. Timothy Park, Idris A. Eckley, Hernando C. Ombao
2006	J	`jnl`	Classification of functional brain images with a spatio-temporal dissimilarity map. NeuroImage Svetlana V. Shinkareva, Hernando C. Ombao, Bradley P. Sutton, Aprajita Mohanty, Gregory A. Miller
2002	J	`jnl`	Time-frequency spectral estimation of multichannel EEG using the Auto-SLEX method. IEEE Trans. Biomed. Eng. Stephen D. Cranstoun, Hernando C. Ombao, Rainer von Sachs, Wensheng Guo, Brian Litt