Article
myBlackBox: Blackbox Mobile Cloud Systems for Personalized Unusual Event Detection. Public Deposited
Contenu téléchargeable
Télécharger le fichier PDF
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
- Dernière modification
- 2019-12-06
- Identifier
- PubMed ID: 27223292
- Resource Type
- Déclaration de droits
- DOI
- ISSN
- 1424-8220
- Language
Des relations
Articles
La vignette | Titre | Date de téléchargement | Visibilité | actes |
---|---|---|---|---|
myblackboxBlackboxMobileCloudSystemsForPersonalizedUnusua.pdf | 2019-12-06 | Public | Télécharger |