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Methods for Real-Time Prediction of the Mode of Travel Using Smartphone-Based GPS and Accelerometer Data
We propose and compare combinations of several methods for classifying transportation activity data from smartphone GPS and accelerometer sensors. We have two main objectives. First, we aim to classify our data as accurately as possible. Second, we aim to reduce the dimensionality of the data as muc...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5620731/ https://www.ncbi.nlm.nih.gov/pubmed/28885550 http://dx.doi.org/10.3390/s17092058 |