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Shirin Enshaeifar
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2020 – today
- 2021
- [j6]Roonak Rezvani
, Payam M. Barnaghi
, Shirin Enshaeifar
:
A New Pattern Representation Method for Time-Series Data. IEEE Trans. Knowl. Data Eng. 33(7): 2818-2832 (2021) - [j5]Honglin Li
, Payam M. Barnaghi
, Shirin Enshaeifar
, Frieder Ganz:
Continual Learning Using Bayesian Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32(9): 4243-4252 (2021) - 2020
- [j4]Tarek Elsaleh
, Shirin Enshaeifar
, Roonak Rezvani
, Sahr Thomas Acton
, Valentinas Janeiko
, María Bermúdez-Edo
:
IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams and Its Use with Data Analytics and Event Detection Services. Sensors 20(4): 953 (2020) - [c18]Yuchen Zhao
, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi:
Privacy-preserving activity and health monitoring on databox. EdgeSys@EuroSys 2020: 49-54 - [c17]Valentinas Janeiko, Roonak Rezvani
, Narges Pourshahrokhi, Shirin Enshaeifar, Marianne Krogbæk, Sebastian Holmgard Christophersen, Tarek Elsaleh
, Payam M. Barnaghi:
Enabling Context-Aware Search using Extracted Insights from IoT Data Streams. GIoTS 2020: 1-6 - [c16]Shirin Enshaeifar, Payam M. Barnaghi, Severin Skillman, David J. Sharp
, Ramin Nilforooshan, Helen Rostill:
A Digital Platform for Remote Healthcare Monitoring. WWW (Companion Volume) 2020: 203-206 - [i6]Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz:
Continual Learning Using Task Conditional Neural Networks. CoRR abs/2005.05080 (2020)
2010 – 2019
- 2019
- [c15]Roonak Rezvani
, Shirin Enshaeifar, Payam M. Barnaghi:
Lagrangian-Based Pattern Extraction for Edge Computing in the Internet of Things. CSCloud/EdgeCom 2019: 177-182 - [c14]Tarek Elsaleh
, María Bermúdez-Edo, Shirin Enshaeifar, Sahr Thomas Acton, Roonak Rezvani
, Payam M. Barnaghi:
IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams. GIoTS 2019: 1-6 - [i5]Honglin Li, Shirin Enshaeifar, Frieder Ganz, Payam M. Barnaghi:
Continual Learning in Deep Neural Network by Using a Kalman Optimiser. CoRR abs/1905.08119 (2019) - [i4]Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz:
Continual Learning Using Bayesian Neural Networks. CoRR abs/1910.04112 (2019) - 2018
- [j3]Shirin Enshaeifar, Payam M. Barnaghi
, Severin Skillman, Andreas Markides, Tarek Elsaleh
, Sahr Thomas Acton, Ramin Nilforooshan, Helen Rostill:
The Internet of Things for Dementia Care. IEEE Internet Comput. 22(1): 8-17 (2018) - [j2]Min Xiang
, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia
, Sithan Kanna, Danilo P. Mandic:
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. Signal Process. 148: 193-204 (2018) - [c13]Antonio F. Skarmeta
, José Santa
, Juan A. Martínez
, Josiane Xavier Parreira, Payam M. Barnaghi, Shirin Enshaeifar, Michail J. Beliatis
, Mirko A. Presser
, Thorben Iggena
, Marten Fischer, Ralf Tönjes, Martin Strohbach, Alessandro Sforzin, Hien Thi Thu Truong:
IoTCrawler: Browsing the Internet of Things. GIoTS 2018: 1-6 - [c12]Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar:
Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis. ICASSP 2018: 2876-2880 - [c11]Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi:
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. ICASSP 2018: 4244-4248 - [i3]Honglin Li, Frieder Ganz, Shirin Enshaeifar, Payam M. Barnaghi:
Kalman Filter Modifier for Neural Networks in Non-stationary Environments. CoRR abs/1811.02361 (2018) - 2017
- [c10]Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee:
Quaternion adaptive line enhancer. EUSIPCO 2017: 2625-2629 - [c9]Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
:
Data analysis as a web service: A case study using IoT sensor data. ICASSP 2017: 6000-6004 - [c8]Shirin Enshaeifar, Seyed Amir Hoseinitabatabaei, Alireza Ahrabian, Payam M. Barnaghi:
Pattern Identification for State Prediction in Dynamic Data Streams. iThings/GreenCom/CPSCom/SmartData 2017: 800-805 - [i2]Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic:
Diagonalisation of covariance matrices in quaternion widely linear signal processing. CoRR abs/1705.00058 (2017) - [i1]Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi:
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. CoRR abs/1710.09657 (2017) - 2016
- [j1]Shirin Enshaeifar
, Loukianos Spyrou
, Saeid Sanei, Clive Cheong Took:
A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. 25: 196-200 (2016) - [c7]Shirin Enshaeifar
, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic:
Novel quaternion matrix factorisations. ICASSP 2016: 3946-3950 - [c6]Yasmin Fathy
, Payam M. Barnaghi
, Shirin Enshaeifar, Rahim Tafazolli:
A distributed in-network indexing mechanism for the Internet of Things. WF-IoT 2016: 585-590 - 2015
- [c5]Sara Mahvash Mohammadi, Shirin Enshaeifar
, Mohammad Ghavami
, Saeid Sanei:
Classification of awake, REM, and NREM from EEG via singular spectrum analysis. EMBC 2015: 4769-4772 - [c4]Samaneh Kouchaki
, Shirin Enshaeifar
, Clive Cheong Took, Saeid Sanei:
Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC 2015: 6999-7002 - [c3]Konstantinos Eftaxias, Shirin Enshaeifar, Oana Geman, Samaneh Kouchaki
, Saeid Sanei:
Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach. DSP 2015: 398-402 - 2014
- [c2]Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took:
An eigen-based approach for complex-valued Forecasting. ICASSP 2014: 6014-6018 - [c1]Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took:
Singular spectrum analysis for tracking of P300. IJCNN 2014: 502-506
Coauthor Index
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