Explainability guided feature selection for speech emotion recognition using SHAP and permutation importance.

Mondol SIMMR, Lee S

DOI: 10.1007/s13534-026-00592-x
Published: 2026 Sep
Container: Biomedical engineering letters
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1007/s13534-026-00592-x,
  title = {Explainability guided feature selection for speech emotion recognition using SHAP and permutation importance.},
  author = {Mondol SIMMR and Lee S},
  year = {2026},
  journal = {Biomedical engineering letters},
  doi = {10.1007/s13534-026-00592-x},
  url = {https://doi.org/10.1007/s13534-026-00592-x}
}

RIS

TY  - JOUR
TI  - Explainability guided feature selection for speech emotion recognition using SHAP and permutation importance.
AU  - Mondol SIMMR
AU  - Lee S
PY  - 2026
JO  - Biomedical engineering letters
DO  - 10.1007/s13534-026-00592-x
UR  - https://doi.org/10.1007/s13534-026-00592-x
ER  -

APA

SIMMR, M., & S, L. (2026). Explainability guided feature selection for speech emotion recognition using SHAP and permutation importance.. Biomedical engineering letters. https://doi.org/10.1007/s13534-026-00592-x

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pubmed · retrieved 2026-09-27T11:57:39.167Z