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Research data supporting ''Deep Learning-based Multivariate Time Series Classification for Indoor Outdoor Detection"


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Type

Dataset

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Authors

Bakirtzis, Stefanos 
Qiu, Kehai 
Fiore, Marco 
Zhang, Jie 

Description

Recorded sensor readings and the respective environment (indoor/outdoor) label for the paper "Deep Learning-based Multivariate Time Series Classification for Indoor Outdoor Detection". Each column contains the recorded values of a specific feature (name accordingly), while the last column is the target variable (1 refers to indoors and 0 to outdoors). The column "New_seq" indicates when a new recording starts (different date and place), it is not used as a training feature, and it allows to locate the different time series.

Version

Software / Usage instructions

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Keywords

indoor outdoor detection, seamless navigation.

Publisher

Sponsorship
This work was supported by European Commission through the Horizon 2020 Framework Programme, H2020-MSCA-ITN-2019, Grant No. 860239, BANYAN.
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