Shirin Enshaeifar

Orcid: 0000-0001-6216-0622

According to our database1, Shirin Enshaeifar authored at least 28 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2021
Continual Learning Using Bayesian Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

A New Pattern Representation Method for Time-Series Data.
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.
Sensors, 2020

Continual Learning Using Task Conditional Neural Networks.
CoRR, 2020

A Digital Platform for Remote Healthcare Monitoring.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Enabling Context-Aware Search using Extracted Insights from IoT Data Streams.
Proceedings of the 2020 Global Internet of Things Summit, 2020

Privacy-preserving activity and health monitoring on databox.
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.
CoRR, 2019

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams.
Proceedings of the 2019 Global IoT Summit, 2019

Lagrangian-Based Pattern Extraction for Edge Computing in the Internet of Things.
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.
Signal Process., 2018

The Internet of Things for Dementia Care.
IEEE Internet Comput., 2018

Kalman Filter Modifier for Neural Networks in Non-stationary Environments.
CoRR, 2018

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Segment Parameter Labelling in MCMC Mean-Shift Change Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018


2017
Diagonalisation of covariance matrices in quaternion widely linear signal processing.
CoRR, 2017

Pattern Identification for State Prediction in Dynamic Data Streams.
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.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Quaternion adaptive line enhancer.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
A regularised EEG informed Kalman filtering algorithm.
Biomed. Signal Process. Control., 2016

A distributed in-network indexing mechanism for the Internet of Things.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Novel quaternion matrix factorisations.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Classification of awake, REM, and NREM from EEG via singular spectrum analysis.
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.
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.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An eigen-based approach for complex-valued Forecasting.
Proceedings of the IEEE International Conference on Acoustics, 2014


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