189 citations · 888 across the 107 of their papers we have counts for
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stat.AP2016★ 1 cited
Exploratory Analysis of High Dimensional Time Series with Applications to Multichannel Electroencephalograms
Yuxiao Wang, Chee-Ming Ting, Hernando Ombao
In this paper, we address the the major hurdle of high dimensionality in EEG analysis by extracting the optimal lower dimensional representations. Using our approach, connectivity…
stat.AP2016★ 4 cited
A Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI Data
Stefano Castruccio, Hernando Ombao, Marc G. Genton
Functional Magnetic Resonance Imaging (fMRI) is a primary modality for studying brain activity. Modeling spatial dependence of imaging data at different scales is one of the main c…