Activity recognition

Effectiveness of an Ambient Intelligent Geriatric Management system (AmbIGeM) to prevent falls in older people in hospitals: protocol for the AmbIGeM stepped wedge pragmatic trial

Visvanathan, R., D. C. Ranasinghe, A. Wilson, K. Lange, J. Dollard, E. Boyle, J. Karnon, E. Raygan, S. Maher, K. Ingram, et al.

"Effectiveness of an Ambient Intelligent Geriatric Management system (AmbIGeM) to prevent falls in older people in hospitals: protocol for the AmbIGeM stepped wedge pragmatic trial"

Injury Prevention, In Press.

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Efficient Dense Labelling of Human Activity Sequences from Wearables using Fully Convolutional Networks

Yao, R., G. Lin, Q. Shi, and D. C. Ranasinghe

"Efficient Dense Labelling of Human Activity Sequences from Wearables using Fully Convolutional Networks"

Pattern Recognition, vol. 78, pp. 252-266, 2018.

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Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables

Varamin, A. Abedin, E. Abbasnejad, Q. Shi, D. C. Ranasinghe, and H. Rezatofighi

"Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables"

International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2018), New York, USA, 2018.

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A Battery-less and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in a Pilot Trial in Hospitalized Older People

Roberto L Shinmoto Torres, R. Visvanathan, D. Abbott, K. Hill, and D. C. Ranasinghe

"A Battery-less and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in a Pilot Trial in Hospitalized Older People"

PLOS ONE, vol. 12, issue 10, pp. 1-25, 2017.

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A hierarchical model for recognizing alarming states in a batteryless sensor alarm intervention for preventing falls in older people

Torres, R. Luis Shinm, Q. Shi, A. van den Hengel, and D. C. Ranasinghe

"A hierarchical model for recognizing alarming states in a batteryless sensor alarm intervention for preventing falls in older people"

Pervasive and Mobile Computing, vol. 40, pp. 1-16, 2017.

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Effectiveness of a Batteryless and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in Healthy Older People.

Roberto L Shinmoto Torres, R. Visvanathan, S. Hoskins, A. van den Hengel, and D. C. Ranasinghe

"Effectiveness of a Batteryless and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in Healthy Older People."

Sensors, vol. 16., issue 4, 2016.

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Sequence Learning with Passive RFID Sensors for Real Time Bed-egress Recognition in Older People

Wickramasinghe, A., D. C. Ranasinghe, C. Fumeaux, K. Hill, and R. Visvanathan

"Sequence Learning with Passive RFID Sensors for Real Time Bed-egress Recognition in Older People"

IEEE Journal of Biomedical and Health Informatics, vol. 21, issue 4, pp. 917-929, 2017.

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Ambulatory monitoring using passive computational RFID sensors

Wickramasinghe, A., and D. C. Ranasinghe

"Ambulatory monitoring using passive computational RFID sensors"

Sensors Journal, IEEE, vol. 15, issue 10, pp. 5859-5869, 2015.

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