Improving activity classification for health applications on mobile devices using active and semi-supervised learning

Longstaff, Brent and Reddy, Sasank and Estrin, Deborah (2010) Improving activity classification for health applications on mobile devices using active and semi-supervised learning. In: 4th International ICST Conference on Pervasive Computing Technologies for Healthcare.

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Abstract

Mobile phones' increasing ubiquity has created many opportunities for personal context sensing. Personal activity is an important part of a user's context, and automatically recognizing it is vital for health and fitness monitoring applications. Recording a stream of activity data enables monitoring

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 09:00
Last Modified: 18 Apr 2026 08:33
URI: http://eprints.eai.eu/id/eprint/2899

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