Building energy consumption models based on smartphone user’s usage patterns

The increasing usage of smartphones in everyday tasks has been motivated many studies on energy consumption characterization aiming to improve smartphone devices’ effectiveness and increase user usage time. In this scenario, it is essential to study mechanisms capable of characterizing user usage pa...

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Veröffentlicht in:	Knowledge-based systems 2021-02, Vol.213, p.106680, Article 106680
Hauptverfasser:	Neto, Antônio Sá Barreto, Farias, Felipe, Mialaret, Marco Aurélio Tomaz, Cartaxo, Bruno, Lima, Príscila Alves, Maciel, Paulo
Format:	Artikel
Sprache:	eng
Schlagworte:	Android service Deep neural networks Energy consumption Identification methods Machine learning Model accuracy Neural networks Optimization Recurrent neural networks Smartphones Use statistics User experience User usage pattern
Online-Zugang:	Volltext
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