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Human activity recognition
SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks
Abedin, A.
,
H. S. Rezatofighi
,
Q. Shi
, and
D. C. Ranasinghe
"
SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks
"
International Joint Conference on Artificial Intelligence (IJCAI 2019)
, Macao, China, 2019.
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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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Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables
Abedin, A.
,
E. Abbasnejad
,
Q. Shi
,
D. C. Ranasinghe
, and
H. S. 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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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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Evaluation of Wearable Sensor Tag Data Segmentation Approaches for Real Time Activity Classification in Elderly
Roberto L Shinmoto Torres
,
D. C. Ranasinghe
, and
Q. Shi
"
Evaluation of Wearable Sensor Tag Data Segmentation Approaches for Real Time Activity Classification in Elderly
"
10th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
, Tokyo - Japan, Springer, 12/2013.
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