Coherence-based Time Series Clustering for Brain Connectivity Visualization

Handle URI:
http://hdl.handle.net/10754/626473
Title:
Coherence-based Time Series Clustering for Brain Connectivity Visualization
Authors:
Euan, Carolina; Sun, Ying ( 0000-0001-6703-4270 ) ; Ombao, Hernando
Abstract:
We develop the hierarchical cluster coherence (HCC) method for brain signals, a procedure for characterizing connectivity in a network by clustering nodes or groups of channels that display high level of coordination as measured by
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Publisher:
arXiv
Issue Date:
19-Nov-2017
ARXIV:
arXiv:1711.07007
Type:
Preprint
Additional Links:
http://arxiv.org/abs/1711.07007v1; http://arxiv.org/pdf/1711.07007v1
Appears in Collections:
Other/General Submission; Other/General Submission; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorEuan, Carolinaen
dc.contributor.authorSun, Yingen
dc.contributor.authorOmbao, Hernandoen
dc.date.accessioned2017-12-28T07:32:11Z-
dc.date.available2017-12-28T07:32:11Z-
dc.date.issued2017-11-19en
dc.identifier.urihttp://hdl.handle.net/10754/626473-
dc.description.abstractWe develop the hierarchical cluster coherence (HCC) method for brain signals, a procedure for characterizing connectivity in a network by clustering nodes or groups of channels that display high level of coordination as measured byen
dc.publisherarXiven
dc.relation.urlhttp://arxiv.org/abs/1711.07007v1en
dc.relation.urlhttp://arxiv.org/pdf/1711.07007v1en
dc.rightsArchived with thanks to arXiven
dc.titleCoherence-based Time Series Clustering for Brain Connectivity Visualizationen
dc.typePreprinten
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.eprint.versionPre-printen
dc.contributor.institutionDepartment of Statistics, University of California at Irvine (UCI), Irvine, CA 92697, USAen
dc.identifier.arxividarXiv:1711.07007en
kaust.authorEuan, Carolinaen
kaust.authorSun, Yingen
kaust.authorOmbao, Hernandoen
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