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An Online Method to Detect Urban Computing Outliers via Higher-Order Singular Value Decomposition
Here we propose an online method to explore the multiway nature of urban spaces data for outlier detection based on higher-order singular value tensor decomposition. Our proposal has two sequential steps: (i) the offline modeling step, where we model the outliers detection problem as a system; and (...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832166/ https://www.ncbi.nlm.nih.gov/pubmed/31618884 http://dx.doi.org/10.3390/s19204464 |