Shirin Enshaeifar

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 25

Top Topics

Singular Spectrum Analysis

Top Venues

Publications

Roonak Rezvani, Payam M. Barnaghi, Shirin Enshaeifar
A New Pattern Representation Method for Time-Series Data. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz
Continual Learning Using Bayesian Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Yuchen Zhao, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi
Privacy-preserving activity and health monitoring on databox. EdgeSys@EuroSys (2020)
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)
Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz
Continual Learning Using Task Conditional Neural Networks. CoRR (2020)
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)
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) (2020)
Honglin Li, Shirin Enshaeifar, Frieder Ganz, Payam M. Barnaghi
Continual Learning in Deep Neural Network by Using a Kalman Optimiser. CoRR (2019)
Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz
Continual Learning Using Bayesian Neural Networks. CoRR (2019)
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)
Roonak Rezvani, Shirin Enshaeifar, Payam M. Barnaghi
Lagrangian-Based Pattern Extraction for Edge Computing in the Internet of Things. CSCloud/EdgeCom (2019)
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 (2018)
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)
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) (2018)
Honglin Li, Frieder Ganz, Shirin Enshaeifar, Payam M. Barnaghi
Kalman Filter Modifier for Neural Networks in Non-stationary Environments. CoRR (2018)
Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. ICASSP (2018)
Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar
Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis. ICASSP (2018)
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)
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 (2017)
Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee
Quaternion adaptive line enhancer. EUSIPCO (2017)
Shirin Enshaeifar, Seyed Amir Hoseinitabatabaei, Alireza Ahrabian, Payam M. Barnaghi
Pattern Identification for State Prediction in Dynamic Data Streams. iThings/GreenCom/CPSCom/SmartData (2017)
Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. CoRR (2017)
Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. 25 (2016)
Yasmin Fathy, Payam M. Barnaghi, Shirin Enshaeifar, Rahim Tafazolli
A distributed in-network indexing mechanism for the Internet of Things. WF-IoT (2016)
Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic
Novel quaternion matrix factorisations. ICASSP (2016)
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)
Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei
Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC (2015)
Sara Mahvash Mohammadi, Shirin Enshaeifar, Mohammad Ghavami, Saeid Sanei
Classification of awake, REM, and NREM from EEG via singular spectrum analysis. EMBC (2015)
Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
Singular spectrum analysis for tracking of P300. IJCNN (2014)
Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
An eigen-based approach for complex-valued Forecasting. ICASSP (2014)