Author

L. R. Padovese

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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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 Approach:statistical model· 1

Frequent Co-Authors

B. Daleffi da Silva· 1 shared

Activity by Year

2024-2024 · peak 1/yr

1 paper

Recent·Most cited

EcologybioRxivPreprintJan 12, 2024

Acoustic Signatures of the Cerrado: Machine Learning Reveals Unique Soundscapes Across Diverse Phytogeographies

B. Daleffi da Silva, L. R. Padovese

This paper uses machine learning to classify Cerrado soundscapes into Forest, Savanna, and Grassland using MFCCs and spectrograms, finding that CNNs provide high precision despite higher computational costs.

DOI 10.1101/2024.01.12.575467

imagingdeep learning

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