Shirin Enshaeifar
Shirin Enshaeifar
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Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
S Enshaeifar, A Zoha, A Markides, S Skillman, ST Acton, T Elsaleh, ...
PloS one 13 (5), e0195605, 2018
IoT-Stream: A lightweight ontology for internet of things data streams and its use with data analytics and event detection services
T Elsaleh, S Enshaeifar, R Rezvani, ST Acton, V Janeiko, ...
Sensors 20 (4), 953, 2020
The internet of things for dementia care
S Enshaeifar, P Barnaghi, S Skillman, A Markides, T Elsaleh, ST Acton, ...
IEEE Internet Computing 22 (1), 8-17, 2018
Quaternion singular spectrum analysis of electroencephalogram with application in sleep analysis
S Enshaeifar, S Kouchaki, CC Took, S Sanei
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (1), 57-67, 2016
Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia
S Enshaeifar, A Zoha, S Skillman, A Markides, ST Acton, T Elsaleh, ...
PloS one 14 (1), e0209909, 2019
Continual learning using bayesian neural networks
H Li, P Barnaghi, S Enshaeifar, F Ganz
IEEE transactions on neural networks and learning systems 32 (9), 4243-4252, 2020
A new pattern representation method for time-series data
R Rezvani, P Barnaghi, S Enshaeifar
IEEE Transactions on Knowledge and Data Engineering 33 (7), 2818-2832, 2019
IoT-stream: a lightweight ontology for internet of things data streams
T Elsaleh, M Bermudez-Edo, S Enshaeifar, ST Acton, R Rezvani, ...
2019 Global IoT Summit (GIoTS), 1-6, 2019
Transfer learning for clinical sleep pose detection using a single 2D IR camera
SM Mohammadi, S Enshaeifar, A Hilton, DJ Dijk, K Wells
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 290-299, 2020
Privacy-preserving activity and health monitoring on databox
Y Zhao, H Haddadi, S Skillman, S Enshaeifar, P Barnaghi
Proceedings of the Third ACM International Workshop on Edge Systems …, 2020
A distributed in-network indexing mechanism for the Internet of Things
Y Fathy, P Barnaghi, S Enshaeifar, R Tafazolli
2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), 585-590, 2016
IoTCrawler: Browsing the internet of things
AF Skarmeta, J Santa, JA Martínez, JX Parreira, P Barnaghi, S Enshaeifar, ...
2018 Global Internet of Things Summit (GIoTS), 1-6, 2018
Classification of awake, REM, and NREM from EEG via singular spectrum analysis
SM Mohammadi, S Enshaeifar, M Ghavami, S Sanei
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
A digital platform for remote healthcare monitoring
S Enshaeifar, P Barnaghi, S Skillman, D Sharp, R Nilforooshan, H Rostill
Companion Proceedings of the Web Conference 2020, 203-206, 2020
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing
M Xiang, S Enshaeifar, AE Stott, CC Took, Y Xia, S Kanna, DP Mandic
Signal Processing 148, 193-204, 2018
Experience of ambulatory cancer care: understanding patients' perspectives of quality using sentiment analysis
K Vehviläinen-Julkunen, S Turpeinen, T Kvist, M Ryden-Kortelainen, ...
Cancer Nursing 44 (6), E331-E338, 2021
Quaternion common spatial patterns
S Enshaeifar, CC Took, C Park, DP Mandic
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (8 …, 2017
Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach
K Eftaxias, S Enshaeifar, O Geman, S Kouchaki, S Sanei
2015 IEEE International Conference on Digital Signal Processing (DSP), 398-402, 2015
A regularised EEG informed Kalman filtering algorithm
S Enshaeifar, L Spyrou, S Sanei, CC Took
Biomedical Signal Processing and Control 25, 196-200, 2016
Lagrangian-based pattern extraction for edge computing in the internet of things
R Rezvani, S Enshaeifar, P Barnaghi
2019 6th IEEE International Conference on Cyber Security and Cloud Computing …, 2019
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