Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data.

[BibT_eX]

[DOI]

Francesca Palermo

Honglin Li

CoRR, 2021

A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data.

[BibT_eX]

[DOI]

CoRR, 2021

An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Generative adversarial attacks on motion-based continuous authentication schemes.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Security of Information and Networks, 2021

2019

Application of machine learning techniques to tuberculosis drug resistance analysis.

[BibT_eX]

[DOI]

Bioinform., 2019

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Tensor Factorisation and Transfer Learning for Sleep Pose Detection.

[BibT_eX]

[DOI]

Sara Mahvash Mohammadi

Proceedings of the 27th European Signal Processing Conference, 2019

Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers.

[BibT_eX]

[DOI]

Sara Mahvash Mohammadi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation.

[BibT_eX]

[DOI]

Loukianos Spyrou

Samaneh Kouchaki

Saeid Sanei

J. Signal Process. Syst., 2018

2017

Tensor factorisation for narrowband single channel source decomposition.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

J. Frankl. Inst., 2017

One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Marginalised stack denoising autoencoders for metagenomic data binning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

2016

Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Tensor based source separation for single and multichannel signals.

[BibT_eX]

[DOI]

Samaneh Kouchaki

PhD thesis, 2015

Multiview classification of brain data through tensor factorisation.

[BibT_eX]

[DOI]

Loukianos Spyrou

Samaneh Kouchaki

Saeid Sanei

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

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

[BibT_eX]

[DOI]

Konstantinos Eftaxias

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

Tensor Factorisation Approach for Separation of Convolutive Complex Communication Signals.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

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

[BibT_eX]

[DOI]

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

2014

Symmetric tensor decomposition of narrowband single channel signals.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013

Supervised single channel source separation of EEG signals.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Tensor based singular spectrum analysis for nonstationary source separation.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

New spatially constrained source separation using tensor decomposition.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Saeid Sanei

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Assessing rehabilitative reach and grasp movements with Singular Spectrum Analysis.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Samaneh Kouchaki

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