Shirin Enshaeifar

According to our database, Shirin Enshaeifar authored at least 28 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Continual Learning Using Bayesian Neural Networks.

Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz

IEEE Trans. Neural Networks Learn. Syst., 2021

A New Pattern Representation Method for Time-Series Data.

Roonak Rezvani, Payam M. Barnaghi, Shirin Enshaeifar

IEEE Trans. Knowl. Data Eng., 2021

2020

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams and Its Use with Data Analytics and Event Detection Services.

Tarek Elsaleh, Shirin Enshaeifar, Roonak Rezvani, Sahr Thomas Acton, Valentinas Janeiko, María Bermúdez-Edo

Sensors, 2020

Continual Learning Using Task Conditional Neural Networks.

Honglin Li, Payam M. Barnaghi, Shirin Enshaeifar, Frieder Ganz

CoRR, 2020

A Digital Platform for Remote Healthcare Monitoring.

Shirin Enshaeifar, Payam M. Barnaghi, Severin Skillman, David J. Sharp, Ramin Nilforooshan, Helen Rostill

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Enabling Context-Aware Search using Extracted Insights from IoT Data Streams.

Valentinas Janeiko, Roonak Rezvani, Narges Pourshahrokhi, Shirin Enshaeifar, Marianne Krogbæk, Sebastian Holmgard Christophersen, Tarek Elsaleh, Payam M. Barnaghi

Proceedings of the 2020 Global Internet of Things Summit, 2020

Privacy-preserving activity and health monitoring on databox.

Yuchen Zhao, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi

Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, 2020

2019

Continual Learning in Deep Neural Network by Using a Kalman Optimiser.

Honglin Li, Shirin Enshaeifar, Frieder Ganz, Payam M. Barnaghi

CoRR, 2019

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams.

Tarek Elsaleh, María Bermúdez-Edo, Shirin Enshaeifar, Sahr Thomas Acton, Roonak Rezvani, Payam M. Barnaghi

Proceedings of the 2019 Global IoT Summit, 2019

Lagrangian-Based Pattern Extraction for Edge Computing in the Internet of Things.

Roonak Rezvani, Shirin Enshaeifar, Payam M. Barnaghi

Proceedings of the 6th IEEE International Conference on Cyber Security and Cloud Computing, 2019

2018

Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing.

Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic

Signal Process., 2018

The Internet of Things for Dementia Care.

Shirin Enshaeifar, Payam M. Barnaghi, Severin Skillman, Andreas Markides, Tarek Elsaleh, Sahr Thomas Acton, Ramin Nilforooshan, Helen Rostill

IEEE Internet Comput., 2018

Kalman Filter Modifier for Neural Networks in Non-stationary Environments.

Honglin Li, Frieder Ganz, Shirin Enshaeifar, Payam M. Barnaghi

CoRR, 2018

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis.

Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Segment Parameter Labelling in MCMC Mean-Shift Change Detection.

Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

IoTCrawler: Browsing the Internet of Things.

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

Proceedings of the 2018 Global Internet of Things Summit, 2018

2017

Diagonalisation of covariance matrices in quaternion widely linear signal processing.

Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic

CoRR, 2017

Pattern Identification for State Prediction in Dynamic Data Streams.

Shirin Enshaeifar, Seyed Amir Hoseinitabatabaei, Alireza Ahrabian, Payam M. Barnaghi

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Data analysis as a web service: A case study using IoT sensor data.

Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Quaternion adaptive line enhancer.

Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee

Proceedings of the 25th European Signal Processing Conference, 2017

2016

A regularised EEG informed Kalman filtering algorithm.

Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took

Biomed. Signal Process. Control., 2016

A distributed in-network indexing mechanism for the Internet of Things.

Yasmin Fathy, Payam M. Barnaghi, Shirin Enshaeifar, Rahim Tafazolli

Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Novel quaternion matrix factorisations.

Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach.

Konstantinos Eftaxias, Shirin Enshaeifar, Oana Geman, Samaneh Kouchaki, Saeid Sanei

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Classification of awake, REM, and NREM from EEG via singular spectrum analysis.

Sara Mahvash Mohammadi, Shirin Enshaeifar, Mohammad Ghavami, Saeid Sanei

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Complex tensor based blind source separation of EEG for tracking P300 subcomponents.

Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Singular spectrum analysis for tracking of P300.

Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An eigen-based approach for complex-valued Forecasting.

Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took

Proceedings of the IEEE International Conference on Acoustics, 2014