Hernando Ombao

According to our database, Hernando Ombao authored at least 29 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization.

Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao

CoRR, 2024

2023

Topological Data Analysis for Multivariate Time Series Data.

Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao

Entropy, November, 2023

Statistical inference for dependence networks in topological data analysis.

Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao

Frontiers Artif. Intell., February, 2023

Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation.

Md Nurul Muttakin, Malik Shahid Sultan, Robert Hoehndorf, Hernando Ombao

CoRR, 2023

An Improved Unbiased Particle Filter.

Ajay Jasra, Mohamed Maama, Hernando Ombao

CoRR, 2023

Antithetic Multilevel Particle Filters.

Ajay Jasra, Mohamed Maama, Hernando Ombao

CoRR, 2023

2022

Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation.

Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao

CoRR, 2022

Bayesian Parameter Inference for Partially Observed SDEs driven by Fractional Brownian Motion.

Mohamed Maama, Ajay Jasra, Hernando Ombao

CoRR, 2022

Granger Causality using Neural Networks.

Samuel Horváth, Malik Shahid Sultan, Hernando Ombao

CoRR, 2022

2019

Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes.

Lingge Li, Dustin S. Pluta, Babak Shahbaba, Norbert Fortin, Hernando Ombao, Pierre Baldi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Markov-Switching Model Approach to Heart Sound Segmentation and Classification.

Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain

CoRR, 2018

2017

A Unified Estimation Framework for State-Related Changes in Effective Brain Connectivity.

S. Balqis Samdin, Chee-Ming Ting, Hernando Ombao, Sh-Hussain Salleh

IEEE Trans. Biomed. Eng., 2017

2015

Simultaneous control of error rates in fMRI data analysis.

Hakmook Kang, Jeffrey Blume, Hernando Ombao, David Badre

NeuroImage, 2015

Topological seizure origin detection in electroencephalographic signals.

Yuan Wang, Hernando Ombao, Moo K. Chung

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

A Semiparametric Bayesian Model for Detecting Synchrony Among Multiple Neurons.

Babak Shahbaba, Bo Zhou, Shiwei Lan, Hernando Ombao, David Moorman, Sam Behseta

Neural Comput., 2014

2013

Modeling and Estimation of Covariance of Replicated Modulated Cyclical Time Series.

Sofia C. Olhede, Hernando Ombao

IEEE Trans. Signal Process., 2013

Quantifying temporal correlations: A test-retest evaluation of functional connectivity in resting-state fMRI.

Mark Fiecas, Hernando Ombao, Dan van Lunen, Richard Baumgartner, Alexandre Coimbra, Dai Feng

NeuroImage, 2013

Hierarchical vector auto-regressive models and their applications to multi-subject effective connectivity.

Cristina Gorrostieta, Mark Fiecas, Hernando Ombao, Erin Burke, Steven C. Cramer

Frontiers Comput. Neurosci., 2013

2012

Investigating brain connectivity using mixed effects vector autoregressive models.

Cristina Gorrostieta, Hernando Ombao, Patrick Bédard, Jerome N. Sanes

NeuroImage, 2012

2011

Introduction to the special issue on best papers from the SLDM competition.

Joseph S. Verducci, Hernando Ombao

Stat. Anal. Data Min., 2011

Penalized least squares regression methods and applications to neuroimaging.

Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen

NeuroImage, 2011

2010

Functional connectivity: Shrinkage estimation and randomization test.

Mark Fiecas, Hernando Ombao, Crystal Linkletter, Wesley K. Thompson, Jerome N. Sanes

NeuroImage, 2010

2008

Evolutionary Coherence of Nonstationary Signals.

Hernando Ombao, Sébastien Van Bellegem

IEEE Trans. Signal Process., 2008

Sequential Change-Point Detection Methods for Nonstationary Time Series.

Hyun-young Choi, Hernando Ombao, Bonnie K. Ray

Technometrics, 2008

Time-frequency discriminant analysis of MEG signals.

Moon-ho Ringo Ho, Hernando Ombao, J. Christopher Edgar, José M. Cañive, Gregory A. Miller

NeuroImage, 2008

2006

Minimax Adaptive Spectral Estimation From an Ensemble of Signals.

Florentina Bunea, Hernando Ombao, Anna Auguste

IEEE Trans. Signal Process., 2006

Time-dependent frequency domain principal components analysis of multichannel non-stationary signals.

Hernando Ombao, Moon-ho Ringo Ho

Comput. Stat. Data Anal., 2006

2005

Comparing extent of activation: a robust permutation approach.

Mark A. Gamalo, Hernando Ombao, J. Richard Jennings

NeuroImage, 2005

2003

Statistical tests for fMRI based on experimental randomization.

Jonathan Raz, Hui Zheng, Hernando Ombao, Bruce I. Turetsky

NeuroImage, 2003