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 J. Siria, Joshua Mitton, Issa H. Mshani, Mario González-Jiménez, Prashanth Selvaraj, Klaas Wynne, Francesco Baldini, Fredros O. Okumu, Simon A. Babayan. Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra. BMC Bioinformatics, 24(1):11, 2023. [doi]

Authors

Emmanuel P. Mwanga

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Doreen J. Siria

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Joshua Mitton

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Issa H. Mshani

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Mario González-Jiménez

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Prashanth Selvaraj

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Klaas Wynne

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Francesco Baldini

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Fredros O. Okumu

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Simon A. Babayan

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