Author

María J. Guerrero

Universidad de AntioquiaORCID 0000-0003-0632-9176Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:metagenomics· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Camilo Sánchez‐GiraldoiD· 1 shared César A. UribeiD· 1 shared Claudia IsazaiD· 1 shared Víctor Manuel Santidrián AriasiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Camilo Sánchez‐GiraldoORCID

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1 paper

Recent·Most cited

EcologyMethods in Ecology and EvolutionPeer-reviewedMay 7, 2025

Graphical Representation of Landscape Heterogeneity Identification through Unsupervised Acoustic Analysis

María J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe…·Claudia Isaza

The paper introduces an unsupervised acoustic analysis method to identify landscape heterogeneity using sonotypes and graphical models, showing correlations with ecological metrics.

3 citations

metagenomicsdeep learning

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