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Context sensing and feature discovery for improving classifications
conference contribution
posted on 2023-05-23, 18:42 authored by Shahriar, MS, Rahman, MSWe propose context sensing as features for improved accuracy in classifications in our ongoing research. In many applications, features extracted from purposed sensors may not be enough for classification tasks accurately. Context features can help to discriminate classes in such cases. To address the problem, we first present how context can be used as features in classifications. Further, we present a case study on energy appliance identification from aggregated power usage for a household using context sensing and features.
History
Publication title
Proceedings of the 1st ACM Workshop on Context Sensing and Activity Recognition 2015Pagination
37-40ISBN
978-145033842-4Department/School
School of Information and Communication TechnologyPublisher
Association for Computing MachineryPlace of publication
United StatesEvent title
1st ACM Workshop on Context Sensing and Activity Recognition 2015Event Venue
Seoul, KoreaDate of Event (Start Date)
2015-11-01Date of Event (End Date)
2015-11-01Repository Status
- Restricted