Application of data analytics and machine learning on data collected by smartphones to understand human behavioural patterns

No abstract is available for this paper.

• Publication year

  2019

• Venue

  Unknown venue

• Publication date

  2019-12-01

• Fields of study

  Medicine, Computer Science, Environmental Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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  2014influential reference
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  1974cited by this paper
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  1960cited by this paper
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