Article

 

myBlackBox: Blackbox Mobile Cloud Systems for Personalized Unusual Event Detection. 公开 Deposited

https://scholar.colorado.edu/concern/articles/ht24wj99c
Abstract
  • We demonstrate the feasibility of constructing a novel and practical real-world mobile cloud system, called myBlackBox, that efficiently fuses multimodal smartphone sensor data to identify and log unusual personal events in mobile users' daily lives. The system incorporates a hybrid architectural design that combines unsupervised classification of audio, accelerometer and location data with supervised joint fusion classification to achieve high accuracy, customization, convenience and scalability. We show the feasibility of myBlackBox by implementing and evaluating this end-to-end system that combines Android smartphones with cloud servers, deployed for 15 users over a one-month period.
Creator
Date Issued
  • 2016-05-23
Academic Affiliation
Journal Title
Journal Issue/Number
  • 5
Journal Volume
  • 16
File Extent
  • 31708-31708
Editor
Subject
最新修改
  • 2019-12-06
Identifier
  • PubMed ID: 27223292
Resource Type
权利声明
DOI
ISSN
  • 1424-8220
Language

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