Assessing rehabilitative reach and grasp movements with Singular Spectrum Analysis. - Tracey Kah-Mein Lee; Sharon S. W. Gan; Saeid Sanei; Samaneh Kouchaki (EUSIPCO, 2013)

New spatially constrained source separation using tensor decomposition. - Samaneh Kouchaki; Saeid Sanei (DSP, 2013)

Tensor based singular spectrum analysis for nonstationary source separation. - Samaneh Kouchaki; Saeid Sanei (MLSP, 2013)

Supervised single channel source separation of EEG signals. - Samaneh Kouchaki; Saeid Sanei (MLSP, 2013)

Symmetric tensor decomposition of narrowband single channel signals. - Samaneh Kouchaki; Saeid Sanei (SAM, 2014)

Complex tensor based blind source separation of EEG for tracking P300 subcomponents. - Samaneh Kouchaki; Shirin Enshaeifar; Clive Cheong Took; Saeid Sanei (EMBC, 2015)

Tensor Factorisation Approach for Separation of Convolutive Complex Communication Signals. - Samaneh Kouchaki; Saeid Sanei (LVA/ICA, 2015)

Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach. - Konstantinos Eftaxias; Shirin Enshaeifar; Oana Geman; Samaneh Kouchaki; Saeid Sanei (DSP, 2015)

Multiview classification of brain data through tensor factorisation. - Loukianos Spyrou; Samaneh Kouchaki; Saeid Sanei (MLSP, 2015)

Tensor based source separation for single and multichannel signals. - Samaneh Kouchaki (2015)

Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data. - Samaneh Kouchaki; Santosh Tirunagari; Avraam Tapinos; David L. Robertson (SSCI, 2016)

Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. - Santosh Tirunagari; Simon C. Bull; Samaneh Kouchaki; Deborah Cooke; Norman Poh (SSCI, 2016)

Marginalised stack denoising autoencoders for metagenomic data binning. - Samaneh Kouchaki; Santosh Tirunagari; Avraam Tapinos; David L. Robertson (CIBCB, 2017)

One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease. - Santosh Tirunagari; Samaneh Kouchaki; Daniel Abásolo; Norman Poh (DSP, 2017)

Tensor factorisation for narrowband single channel source decomposition. - Samaneh Kouchaki; Saeid Sanei (J. Frankl. Inst., 2017)

Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation. - Loukianos Spyrou; Samaneh Kouchaki; Saeid Sanei (J. Signal Process. Syst., 2018)

Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers. - Sara Mahvash Mohammadi; Samaneh Kouchaki; Sofia Khan; Derk-Jan Dijk; Adrian Hilton 001; Kevin Wells (EMBC, 2019)

Tensor Factorisation and Transfer Learning for Sleep Pose Detection. - Sara Mahvash Mohammadi; Samaneh Kouchaki; Saeid Sanei; Derk-Jan Dijk; Adrian Hilton 001; Kevin Wells (EUSIPCO, 2019)

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. - Omid Rohanian; Shiva Taslimipoor; Samaneh Kouchaki; Le An Ha; Ruslan Mitkov (NAACL-HLT (1), 2019)

Application of machine learning techniques to tuberculosis drug resistance analysis. - Samaneh Kouchaki; Yang Yang; Timothy M. Walker; A. Sarah Walker; Daniel J. Wilson; Timothy E. A Peto; Derrick W. Crook; CRyPTIC Consortium; David A. Clifton (Bioinform., 2019)

Generative adversarial attacks on motion-based continuous authentication schemes. - Narges Pourshahrokhi; Max Smith-Creasey; Mona Ghassemian; Samaneh Kouchaki (SIN, 2021)

An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction. - Yang Yang; Timothy M. Walker; Samaneh Kouchaki; Chenyang Wang; Timothy E. A Peto; Derrick W. Crook; David A. Clifton (Briefings Bioinform., 2021)

A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data. - Narges Pourshahrokhi; Samaneh Kouchaki; Kord M. Kober; Christine Miaskowski; Payam M. Barnaghi (CoRR, 2021)

Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data. - Francesca Palermo; Honglin Li; Alexander Capstick; Nan Fletcher-Lloyd; Yuchen Zhao; Samaneh Kouchaki; Ramin Nilforooshan; David J. Sharp; Payam M. Barnaghi (CoRR, 2021)

G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. - Nivedita Bijlani; Oscar Mendez Maldonado; Samaneh Kouchaki (BMVC, 2022)

A Dopamine Based Adaptive Emotional Neural Network. - Mohammad Amin Zare; Reza Boostani; Mokhtar Mohammadi; Samaneh Kouchaki (IEEE Access, 2022)

Predicting protein phosphorylation sites in soybean using interpretable deep tabular learning network. - Elham Khalili; Shahin Ramazi; Faezeh Ghanati; Samaneh Kouchaki (Briefings Bioinform., 2022)

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks. - Narges Pourshahrokhi; Yunpeng Li; Samaneh Kouchaki; Payam M. Barnaghi (ACML, 2023)

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. - Mohammadmahdi Nouriborji; Omid Rohanian; Samaneh Kouchaki; David A. Clifton (EACL, 2023)

Lightweight Transformers for Clinical Natural Language Processing. - Omid Rohanian; Mohammadmahdi Nouriborji; Hannah Jauncey; Samaneh Kouchaki; Lei A. Clifton; Laura Merson; David A. Clifton (CoRR, 2023)

Interpreting Differentiable Latent States for Healthcare Time-series Data. - Yu Chen; Nivedita Bijlani; Samaneh Kouchaki; Payam M. Barnaghi (CoRR, 2023)

On the effectiveness of compact biomedical transformers. - Omid Rohanian; Mohammadmahdi Nouriborji; Samaneh Kouchaki; David A. Clifton (Bioinform., 2023)

Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. - Omid Rohanian; Samaneh Kouchaki; Andrew A. S. Soltan; Jenny Yang; Morteza Rohanian; Yang Yang; David A. Clifton (IEEE J. Biomed. Health Informatics, 2023)

Digital remote monitoring for screening and early detection of urinary tract infections. - Alexander Capstick; Francesca Palermo; Kimberley Zakka; Nan Fletcher-Lloyd; Chloe Walsh; Tianyu Cui; Samaneh Kouchaki; Raphaella Jackson; Martin Tran; Michael Crone; Kirsten Jensen; Paul S. Freemont; et al. (npj Digit. Medicine, 2024)

AI- and IoT-Enabled Solutions for Healthcare. - Samaneh Kouchaki; Xiaorong Ding; Saeid Sanei (Sensors, 2024)