AALO: Activity recognition in smart homes using Active Learning in the presence of Overlapped activities

Hoque, Enamul and Stankovic, John (2012) AALO: Activity recognition in smart homes using Active Learning in the presence of Overlapped activities. In: 6th International Conference on Pervasive Computing Technologies for Healthcare.

[thumbnail of 15905.pdf] PDF
15905.pdf

Download (994kB)

Abstract

We present AALO: a novel Activity recognition system for single person smart homes using Active Learning in the presence of Overlapped activities. AALO applies data mining techniques to cluster in-home sensor firings so that each cluster represents instances of the same activity. Users only need to

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 09:39
Last Modified: 18 Apr 2026 00:57
URI: http://eprints.eai.eu/id/eprint/7528

Actions (login required)

View Item
View Item