Research Publications in journals:
Optimizing Functional Network Representation of Multivariate Time Series
Year:2012
Research Areas
- Cognitive neuroscience
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Abstract
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| By combining complex network theory and data mining techniques, we provide objective criteria for optimization of the functional network representation of generic multivariate time series. In particular, we propose a method for the principled selection of the threshold value for functional network reconstruction from raw data, and for proper identification of the network's indicators that unveil the most discriminative information on the system for classification purposes. We illustrate our method by analysing networks of functional brain ... | |
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International
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JCR
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Title
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Nature Scientific Reports |
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ISBN
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2045-2322 |
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Impact factor JCR
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Impact info
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Volume
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10.1038/srep00630 |
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Journal number
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From page
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1 |
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To page
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4 |
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Month
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SEPTIEMBRE |
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Ranking
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Open Access publication
Participants
- Autor: Ricardo Bajo Breton UPM
Research Group, Departaments and Institutes related
- Creador: Grupo de Investigación: Grupo de Bioingeniería y Telemedicina
- Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB