BGP: identifying gene-specific branching dynamics from single-cell data with a branching Gaussian process

por Boukouvalas, Alexis, Hensman, James, Rattray, Magnus
Publicado 2018

GrandPrix: scaling up the Bayesian GPLVM for single-cell data

por Ahmed, Sumon, Rattray, Magnus, Boukouvalas, Alexis
Publicado 2019

Specific Autobiographical Recall Mediates Impact of Cognition and Depression on Independence Function and Well-Being in Older Adults

por Holland, Carol A., Boukouvalas, Alexis, Clarkesmith, Danielle, Cooke, Richard
Publicado 2021

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm

por Raykov, Yordan P., Boukouvalas, Alexis, Baig, Fahd, Little, Max A.
Publicado 2016

Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods

por Krzak, Monika, Raykov, Yordan, Boukouvalas, Alexis, Cutillo, Luisa, Angelini, Claudia
Publicado 2019

OscoNet: inferring oscillatory gene networks

por Cutillo, Luisa, Boukouvalas, Alexis, Marinopoulou, Elli, Papalopulu, Nancy, Rattray, Magnus
Publicado 2020

Non-parametric modelling of temporal and spatial counts data from RNA-seq experiments

por BinTayyash, Nuha, Georgaka, Sokratia, John, S T, Ahmed, Sumon, Boukouvalas, Alexis, Hensman, James, Rattray, Magnus
Publicado 2021

Age‐associated changes in long‐chain fatty acid profile during healthy aging promote pro‐inflammatory monocyte polarization via PPARγ

por Pararasa, Chathyan, Ikwuobe, John, Shigdar, Shahjahan, Boukouvalas, Alexis, Nabney, Ian T., Brown, James E., Devitt, Andrew, Bailey, Clifford J., Bennett, Stuart J., Griffiths, Helen R.
Publicado 2015