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]

@article{MwangaSMMGSWBOB23,
  title = {Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra},
  author = {Emmanuel P. Mwanga and Doreen J. Siria and Joshua Mitton and Issa H. Mshani and Mario González-Jiménez and Prashanth Selvaraj and Klaas Wynne and Francesco Baldini and Fredros O. Okumu and Simon A. Babayan},
  year = {2023},
  doi = {10.1186/s12859-022-05128-5},
  url = {https://doi.org/10.1186/s12859-022-05128-5},
  researchr = {https://researchr.org/publication/MwangaSMMGSWBOB23},
  cites = {0},
  citedby = {0},
  journal = {BMC Bioinformatics},
  volume = {24},
  number = {1},
  pages = {11},
}