Ombao, Hernando

1. Topological Data Analysis for Multivariate Time Series Data
   2022/04/28 by Bourakna, Anass El Yaagoubi, Chung, Moo K., Ombao, Hernando · 3 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Methodology (stat.ME) #Neurons and Cognition (q-bio.NC)
2. Conex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data
   2021/01/03 by Matheus B. Guerrero, Raphaël Huser, Guerrero, Matheus B. +3 · 2 citations
   Neuroscience · #Applications (stat.AP) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Methodology (stat.ME) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
3. Spectral Dependence
   2021/03/31 by Ombao, Hernando, Pinto, Marco · 3 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
4. The Hierarchical Spectral Merger algorithm: A New Time Series Clustering Procedure
   2016/09/27 by Carolina Euán, Euan, Carolina, Hernando Ombao +3 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computation (stat.CO) #FOS: Computer and information sciences #Neural Networks and Applications #Time Series Analysis and Forecasting
5. Measuring Information Transfer Between Nodes in a Brain Network through Spectral Transfer Entropy
   2023/03/11 by Redondo, Paolo Victor, Huser, Raphael, Ombao, Hernando · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
6. Flexible Bayesian Dynamic Modeling of Correlation and Covariance Matrices
   2017/11/08 by Lan, Shiwei, Holbrook, Andrew, Elias, Gabriel A. +3 · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
7. Brain Waves Analysis Via a Non-parametric Bayesian Mixture of Autoregressive Kernels
   2021/02/23 by Guillermo Granados-Garcia, Granados-Garcia, Guillermo, Mark Fiecas +7 · 1 citation
   Computer Science · Mathematics · Neuroscience · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Neural dynamics and brain function #Statistical Methods and Inference
8. Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly-Intractable Bayesian Inference
   2021/07/15 by Luiza S. C. Piancastelli, Nial Friel, Piancastelli, Luiza S. C. +5 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Methodology (stat.ME) #Sports Analytics and Performance #Statistical Methods and Bayesian Inference
9. Statistics of Extremes for Neuroscience
   2024/04/14 by Paolo Victor Redondo, Redondo, Paolo V., Matheus B. Guerrero +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Methodology (stat.ME)
10. Club Exco: clustering brain extreme communities from multi-channel EEG data
    2022/12/08 by Guerrero, Matheus B., Redondo, Paolo V., Pinto-Orellana, Marco A. +3 · 1 citation
    #60G70 #62H30 #62H35 #62M10 #62P10 #Applications (stat.AP) #FOS: Computer and information sciences #G.3 #Methodology (stat.ME)
11. Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI
    2021/01/24 by Ting, Chee-Ming, Skipper, Jeremy I., Small, Steven L. +1 · 1 citation
    #Applications (stat.AP) #Audio and Speech Processing (eess.AS) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
12. Granger Causality in High-Dimensional Networks of Time Series
    2024/06/04 by Sipan Aslan, Hernando Ombao, Aslan, Sipan +1 · 1 citation
    Computer Science · Physics and Astronomy · #Applications (stat.AP) #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks Stability and Synchronization #Neural Networks and Applications
13. From Density to Void: Why Brain Networks Fail to Reveal Complex Higher-Order Structures
    2025/03/18 by Chung, Moo K., El-Yaagoubi, Anass B., Qiu, Anqi +1 · 2 citations
    #FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
14. Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation
    2022/12/10 by Yee Fan Tan, Chee‐Ming Ting, Tan, Yee-Fan +7 · 1 citation
    Neuroscience · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)