Author

Joshua Mitton

University of GlasgowORCID 0000-0003-1850-4111Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Doreen Josen SiriaiD· 1 shared Emmanuel P. MwangaiD· 1 shared Francesco BaldiniiD· 1 shared Fredros O. OkumuiD· 1 shared Issa H. MshaniiD· 1 shared Klaas WynneiD· 1 shared Mario González‐JiméneziD· 1 shared Prashanth SelvarajiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Doreen Josen SiriaORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedJan 9, 2023

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra

Emmanuel P. Mwanga, Doreen Josen Siria, Joshua Mitton…·Simon A. Babayan

This study improves mosquito age prediction from mid-infrared spectra using transfer learning and dimensionality reduction, achieving high accuracy across different populations.

29 citations

machine learning (classical)deep learning

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