Oliver M. Crook

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Dimensionality Reduction

Pattern Recognition

Bayesian Analysis

Metric Learning

Top Venues

PLoS Comput. Biol.

Pattern Recognit.

Nat. Comput. Sci.

Publications

Oliver M. Crook, Mihai Cucuringu, Tim Hurst, Carola-Bibiane Schönlieb, Matthew Thorpe, Konstantinos C. Zygalakis
A linear transportation Lp distance for pattern recognition. Pattern Recognit. 147 (2024)
Igor Muniz Soares, Fernando H. F. Camargo, Adriano Marques, Oliver M. Crook
Improving lab-of-origin prediction of genetically engineered plasmids via deep metric learning. Nat. Comput. Sci. 2 (4) (2022)
Oliver M. Crook, Kelsey Lane Warmbrod, Greg Lipstein, Christine Chung, Christopher W. Bakerlee, T. Greg McKelvey Jr., Shelly R. Holland, Jacob L. Swett, Kevin M. Esvelt, Ethan C. Alley, William J. Bradshaw
Analysis of the first Genetic Engineering Attribution Challenge. CoRR (2021)
Igor Muniz Soares, Fernando H. F. Camargo, Adriano Marques, Oliver M. Crook
Deep metric learning improves lab of origin prediction of genetically engineered plasmids. CoRR (2021)
Oliver M. Crook, Aikaterini Geladaki, Daniel J. H. Nightingale, Owen L. Vennard, Kathryn S. Lilley, Laurent Gatto, Paul D. W. Kirk
A semi-supervised Bayesian approach for simultaneous protein sub-cellular localisation assignment and novelty detection. PLoS Comput. Biol. 16 (11) (2020)
Oliver M. Crook, Mihai Cucuringu, Tim Hurst, Carola-Bibiane Schönlieb, Matthew Thorpe, Konstantinos C. Zygalakis
Distance for Pattern Recognition. CoRR (2020)
Oliver M. Crook, Lisa M. Breckels, Kathryn S. Lilley, Paul D. W. Kirk, Laurent Gatto
A Bioconductor workflow for the Bayesian analysis of spatial proteomics. F1000Research 8 (2019)
Oliver M. Crook, Tim Hurst, Carola-Bibiane Schönlieb, Matthew Thorpe, Konstantinos C. Zygalakis
PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds. CoRR (2019)
Oliver M. Crook, Claire M. Mulvey, Paul D. W. Kirk, Kathryn S. Lilley, Laurent Gatto
A Bayesian mixture modelling approach for spatial proteomics. PLoS Comput. Biol. 14 (11) (2018)