Publications by authors named "Leandro A Bugnon"

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Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience.
Nicholas A Coles, Bartosz Perz, Maciej Behnke, Johannes C Eichstaedt, Soo Hyung Kim, Leandro A Bugnon

R Soc Open Sci· June 2025

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Comprehensive benchmarking of large language models for RNA secondary structure prediction.
Luciano I Zablocki, Leandro A Bugnon, Matias Gerard, Leandro Di Persia, Georgina Stegmayer

Brief Bioinform· March 2025

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sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure.
Leandro A Bugnon, Leandro Di Persia, Matias Gerard, Jonathan Raad, Santiago Prochetto

Brief Bioinform· May 2024

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Evaluating large language models for annotating proteins.
Rosario Vitale, Leandro A Bugnon, Emilio Luis Fenoy, Diego H Milone, Georgina Stegmayer

Brief Bioinform· March 2024

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Transfer learning: The key to functionally annotate the protein universe.
Leandro A Bugnon, Emilio Fenoy, Alejandro A Edera, Jonathan Raad, Georgina Stegmayer

Patterns (N Y)· February 2023

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miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs.
Jonathan Raad, Leandro A Bugnon, Diego H Milone, Georgina Stegmayer

Bioinformatics· February 2022

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Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning.
Leandro A Bugnon, Cristian Yones, Diego H Milone, Georgina Stegmayer

Brief Bioinform· May 2021

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Novel SARS-CoV-2 encoded small RNAs in the passage to humans.
Gabriela A Merino, Jonathan Raad, Leandro A Bugnon, Cristian Yones, Laura Kamenetzky

Bioinformatics· April 2021

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Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics.
Leandro A Bugnon, Cristian Yones, Diego H Milone, Georgina Stegmayer

IEEE Trans Neural Netw Learn Syst· August 2020

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Audio recordings dataset of grazing jaw movements in dairy cattle.
Sebastián R Vanrell, José O Chelotti, Leandro A Bugnon, H Leonardo Rufiner, Diego H Milone

Data Brief· June 2020

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Predicting novel microRNA: a comprehensive comparison of machine learning approaches.
Georgina Stegmayer, Leandro E Di Persia, Mariano Rubiolo, Matias Gerard, Milton Pividori, Leandro A Bugnon

Brief Bioinform· September 2019

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