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. 11 2023 24 BMC Bioinform. 1 https://doi.org/10.1186/s12859-022-05128-5 db/journals/bmcbi/bmcbi24.html#MwangaSMMGSWBOB23