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1 Ergebnisse
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Using transfer learning and dimensionality reduction techni..:
Emmanuel P. Mwanga
;
Doreen J. Siria
;
Joshua Mitton
...
https://doi.org/10.1186/s12859-022-05128-5. , 2023
Link:
https://doi.org/10.1186/s12859-022-05128-5
RT Journal T1
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra
UL https://suche.suub.uni-bremen.de/peid=base-ftdoajarticles:oai:doaj.org_article:b37152bb1bfd48b98cd907a407dff605&Exemplar=1&LAN=DE A1 Emmanuel P. Mwanga A1 Doreen J. Siria A1 Joshua Mitton A1 Issa H. Mshani A1 Mario González-Jiménez A1 Prashanth Selvaraj A1 Klaas Wynne A1 Francesco Baldini A1 Fredros O. Okumu A1 Simon A. Babayan PB BMC YR 2023 K1 Anopheles arabiensis K1 Convolutional neural network K1 Standard machine learning K1 Generalisability K1 Dimensionality reduction K1 Transfer learning K1 Computer applications to medicine. Medical informatics K1 R858-859.7 K1 Biology (General) K1 QH301-705.5 JF https://doi.org/10.1186/s12859-022-05128-5 LK http://dx.doi.org/https://doi.org/10.1186/s12859-022-05128-5 DO https://doi.org/10.1186/s12859-022-05128-5 SF ELIB - SuUB Bremen
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