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- W2898899725 abstract "The first step towards mobile data mining is collecting smartphone sensors’ readings, and processing the raw data in order to remove various noises. The key questions that need to be answered during data capturing and processing include: what data should be collected and how to collect such data, and what are the characteristic patterns behind these data and how to clean the data so that these patterns can be easily identified. In this chapter, we first introduce the smartphone sensors and their readings. Next, to facilitate discussions, we present the details of data collection and data denoising with an example of travel mode detection." @default.
- W2898899725 created "2018-11-09" @default.
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- W2898899725 date "2018-01-01" @default.
- W2898899725 modified "2023-10-07" @default.
- W2898899725 title "Data Capturing and Processing" @default.
- W2898899725 cites W1972916106 @default.
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- W2898899725 doi "https://doi.org/10.1007/978-3-030-02101-6_2" @default.
- W2898899725 hasPublicationYear "2018" @default.
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