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Travel Behavior Characterization Using Raw Accelerometer Data Collected from Smartphones

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Travel Behavior Characterization Using Raw Accelerometer Data Collected from Smartphones

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Ferrer López, S.; Ruiz Sánchez, T. (2014). Travel Behavior Characterization Using Raw Accelerometer Data Collected from Smartphones. Procedia Social and Behavioral Sciences. 160:140-149. doi:10.1016/j.sbspro.2014.12.125

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/55111

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Title: Travel Behavior Characterization Using Raw Accelerometer Data Collected from Smartphones
Author:
UPV Unit: Universitat Politècnica de València. Departamento de Ingeniería e Infraestructura de los Transportes - Departament d'Enginyeria i Infraestructura dels Transports
Issued date:
Abstract:
In this paper, we compare different algorithms for the recognition of transportation modes based on features extracted from the accelerometer data. The performance and effectiveness of the transportation mode classifiers ...[+]
Subjects: Recurrent neural networks , Mode detection , Transportation modes , Accelerometer , Smartphones
Copyrigths: Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
Source:
Procedia Social and Behavioral Sciences. (issn: 1877-0428 )
DOI: 10.1016/j.sbspro.2014.12.125
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/j.sbspro.2014.12.125
Type: Artículo

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