2015 International Conference on Intelligent Environments, 2015, p.124-127
2015
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Details
- Autor(en) / Beteiligte
- Titel
- Activity Recognition Based on Streaming Sensor Data for Assisted Living in Smart Homes
- Ist Teil von
- 2015 International Conference on Intelligent Environments, 2015, p.124-127
- Ort / Verlag
- IEEE
- Erscheinungsjahr
- 2015
- Quelle
- IEEE Electronic Library (IEL)
- Beschreibungen/Notizen
- This paper proposes an activity recognition method for streaming sensor data in smart homes. Experiments on real datasets have been carried out to show the effectiveness of the proposed approach. It has great potential for applications in e-health and assisted living.
- Sprache
- Englisch
- Identifikatoren
- DOI: 10.1109/IE.2015.25Titel-ID: cdi_ieee_primary_7194280
- Format
- –
- Schlagworte
- Accuracy, activity recognition, Assisted living, Data models, machine learning, Predictive models, Smart homes, Support vector machines, Training