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Samaneh Kouchaki
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2020 – today
- 2024
- [j11]Nivedita Bijlani
, Oscar Mendez Maldonado, Ramin Nilforooshan, Payam M. Barnaghi, Samaneh Kouchaki:
Utilizing graph neural networks for adverse health detection and personalized decision making in sensor-based remote monitoring for dementia care. Comput. Biol. Medicine 183: 109287 (2024) - [j10]Alexander Capstick
Digital remote monitoring for screening and early detection of urinary tract infections. npj Digit. Medicine 7(1) (2024) - [j9]Samaneh Kouchaki, Xiaorong Ding, Saeid Sanei
AI- and IoT-Enabled Solutions for Healthcare. Sensors 24(8): 2607 (2024) - 2023
- [j8]Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki
On the effectiveness of compact biomedical transformers. Bioinform. 39(3) (2023) - [j7]Omid Rohanian
Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. IEEE J. Biomed. Health Informatics 27(3): 1249-1258 (2023) - [c20]Narges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam M. Barnaghi:
Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks. ACML 2023: 1103-1118 - [c19]Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton:
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. EACL 2023: 1153-1165 - [i10]Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, Lei A. Clifton, Laura Merson, David A. Clifton:
Lightweight Transformers for Clinical Natural Language Processing. CoRR abs/2302.04725 (2023) - [i9]Yu Chen, Nivedita Bijlani, Samaneh Kouchaki, Payam M. Barnaghi:
Interpreting Differentiable Latent States for Healthcare Time-series Data. CoRR abs/2311.17560 (2023) - 2022
- [j6]Mohammad Amin Zare
A Dopamine Based Adaptive Emotional Neural Network. IEEE Access 10: 109460-109475 (2022) - [j5]Elham Khalili
Predicting protein phosphorylation sites in soybean using interpretable deep tabular learning network. Briefings Bioinform. 23(2) (2022) - [c18]Nivedita Bijlani, Oscar Mendez Maldonado, Samaneh Kouchaki:
G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. BMVC 2022: 854 - [i8]Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan
Privacy-aware Early Detection of COVID-19 through Adversarial Training. CoRR abs/2201.03004 (2022) - [i7]Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton:
On the Effectiveness of Compact Biomedical Transformers. CoRR abs/2209.03182 (2022) - [i6]Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. CoRR abs/2210.06425 (2022) - [i5]Nivedita Bijlani
G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring. CoRR abs/2211.16122 (2022) - 2021
- [j4]Yang Yang, Timothy M. Walker
An end-to-end heterogeneous graph attention network for Mycobacterium tuberculosis drug-resistance prediction. Briefings Bioinform. 22(6) (2021) - [c17]Narges Pourshahrokhi, Max Smith-Creasey, Mona Ghassemian, Samaneh Kouchaki
Generative adversarial attacks on motion-based continuous authentication schemes. SIN 2021: 1-6 - [i4]Narges Pourshahrokhi, Samaneh Kouchaki, Kord M. Kober, Christine Miaskowski, Payam M. Barnaghi:
A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data. CoRR abs/2103.02349 (2021) - [i3]Francesca Palermo, Honglin Li, Alexander Capstick, Nan Fletcher-Lloyd, Yuchen Zhao
Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data. CoRR abs/2110.09868 (2021)
2010 – 2019
- 2019
- [j3]Samaneh Kouchaki
Application of machine learning techniques to tuberculosis drug resistance analysis. Bioinform. 35(13): 2276-2282 (2019) - [c16]Sara Mahvash Mohammadi, Samaneh Kouchaki
Two-Step Deep Learning for Estimating Human Sleep Pose Occluded by Bed Covers. EMBC 2019: 3115-3118 - [c15]Sara Mahvash Mohammadi, Samaneh Kouchaki
Tensor Factorisation and Transfer Learning for Sleep Pose Detection. EUSIPCO 2019: 1-5 - [c14]Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov:
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. NAACL-HLT (1) 2019: 2692-2698 - [i2]Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. CoRR abs/1902.10667 (2019) - 2018
- [j2]Loukianos Spyrou
Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation. J. Signal Process. Syst. 90(2): 273-284 (2018) - 2017
- [j1]Samaneh Kouchaki
Tensor factorisation for narrowband single channel source decomposition. J. Frankl. Inst. 354(7): 3152-3169 (2017) - [c13]Samaneh Kouchaki
Marginalised stack denoising autoencoders for metagenomic data binning. CIBCB 2017: 1-6 - [c12]Santosh Tirunagari
One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease. DSP 2017: 1-5 - 2016
- [c11]Samaneh Kouchaki
Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data. SSCI 2016: 1-6 - [c10]Santosh Tirunagari
Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. SSCI 2016: 1-6 - [i1]Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh:
Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors. CoRR abs/1609.05716 (2016) - 2015
- [b1]Samaneh Kouchaki:
Tensor based source separation for single and multichannel signals. University of Surrey, Guildford, UK, 2015 - [c9]Samaneh Kouchaki
Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC 2015: 6999-7002 - [c8]Samaneh Kouchaki
Tensor Factorisation Approach for Separation of Convolutive Complex Communication Signals. LVA/ICA 2015: 56-63 - [c7]Konstantinos Eftaxias, Shirin Enshaeifar, Oana Geman, Samaneh Kouchaki
Detection of Parkinson's tremor from EMG signals; a singular spectrum analysis approach. DSP 2015: 398-402 - [c6]Loukianos Spyrou, Samaneh Kouchaki
Multiview classification of brain data through tensor factorisation. MLSP 2015: 1-6 - 2014
- [c5]Samaneh Kouchaki
Symmetric tensor decomposition of narrowband single channel signals. SAM 2014: 453-456 - 2013
- [c4]Tracey Kah-Mein Lee, Sharon S. W. Gan, Saeid Sanei, Samaneh Kouchaki:
Assessing rehabilitative reach and grasp movements with Singular Spectrum Analysis. EUSIPCO 2013: 1-5 - [c3]Samaneh Kouchaki
New spatially constrained source separation using tensor decomposition. DSP 2013: 1-4 - [c2]Samaneh Kouchaki
Tensor based singular spectrum analysis for nonstationary source separation. MLSP 2013: 1-5 - [c1]Samaneh Kouchaki
Supervised single channel source separation of EEG signals. MLSP 2013: 1-5
Coauthor Index
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last updated on 2024-11-07 20:28 CET by the dblp team
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