Author

I. J. A. Simpson

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Ecology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

A. Eldridge· 1 shared C. J. Sandom· 1 shared K. A. Gibb· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperEcology

A. Eldridge

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1 paper

Recent·Most cited

EcologybioRxivSep 7, 2023

Towards interpretable learned representations for Ecoacoustics using variational auto-encoding

K. A. Gibb, A. Eldridge, C. J. Sandom, I. J. A. Simpson

This paper develops a variational auto-encoder to learn interpretable acoustic features from ecoacoustic data and demonstrates its ability to infer habitat degradation levels.

DOI 10.1016/j.ecoinf.2023.102449

spatial transcriptomicsimaging

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