Leandro Bugnon
Leandro Bugnon
Research Institute for Signals, Systems and Computational Intelligence, sinc(i) - UNL - CONICET
E-mail confirmado em sinc.unl.edu.ar - Página inicial
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Predicting novel microRNA: a comprehensive comparison of machine learning approaches
G Stegmayer, LE Di Persia, M Rubiolo, M Gerard, M Pividori, C Yones, ...
Briefings in bioinformatics 20 (5), 1607-1620, 2019
272019
Deep neural architectures for highly imbalanced data in bioinformatics
LA Bugnon, C Yones, DH Milone, G Stegmayer
IEEE transactions on neural networks and learning systems 31 (8), 2857-2867, 2019
162019
Novel SARS-CoV-2 encoded small RNAs in the passage to humans
GA Merino, J Raad, LA Bugnon, C Yones, L Kamenetzky, J Claus, F Ariel, ...
Bioinformatics 36 (24), 5571-5581, 2020
122020
Identification and expression profiling of microRNAs in Hymenolepis
N Macchiaroli, M Cucher, L Kamenetzky, C Yones, L Bugnon, M Berriman, ...
International journal for parasitology 49 (3-4), 211-223, 2019
72019
Dimensional Affect Recognition from HRV: an Approach Based on Supervised SOM and ELM
LA Bugnon, RA Calvo, DH Milone
IEEE Transactions on Affective Computing, 2017
62017
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning
LA Bugnon, C Yones, DH Milone, G Stegmayer
Briefings in bioinformatics 22 (3), bbaa184, 2021
42021
Genome-wide hairpins datasets of animals and plants for novel miRNA prediction
LA Bugnon, C Yones, J Raad, DH Milone, G Stegmayer
Data in brief 25, 104209, 2019
42019
Snore recognition using a reduced set of spectral features
EM Albornoz, LA Bugnon, CE Martínez
2017 XVII Workshop on Information Processing and Control (RPIC), 1-5, 2017
4*2017
Audio recordings dataset of grazing jaw movements in dairy cattle
SR Vanrell, JO Chelotti, LA Bugnon, HL Rufiner, DH Milone, EA Laca, ...
Data in brief 30, 105623, 2020
22020
DL4papers: a deep learning approach for the automatic interpretation of scientific articles
LA Bugnon, C Yones, J Raad, M Gerard, M Rubiolo, G Merino, M Pividori, ...
Bioinformatics 36 (11), 3499-3506, 2020
22020
High precision in microRNA prediction: A novel genome-wide approach with convolutional deep residual networks
C Yones, J Raad, LA Bugnon, DH Milone, G Stegmayer
Computers in Biology and Medicine 134, 104448, 2021
12021
A method for daily normalization in emotion recognition
LA Bugnon, RA Calvo, DH Milone
XLIII Jornadas Argentinas de Informática e Investigación Operativa (43JAIIO …, 2014
12014
Deep Learning for the discovery of new pre-miRNAs: Helping the fight against COVID-19
LA Bugnon, J Raad, GA Merino, C Yones, F Ariel, DH Milone, ...
Machine Learning with Applications, 100150, 2021
2021
BIOINFORMATICS GENOME ANALYSIS
GA Merino, J Raad, LA Bugnon, C Yones, L Kamenetzky, J Claus, F Ariel, ...
2020
High precision in microRNA prediction: a novel genome-wide approach based on convolutional deep residual networks
CA Yones, J Raad, L Bugnon, DH Milone, G Stegmayer
bioRxiv, 2020
2020
Reconocimiento de estados afectivos a partir de señales biomédicas
LA Bugnon
Universidad Nacional del Litoral, 2018
2018
Análisis y evaluación de algoritmos para visualización de imágenes multidimensionales por representación directa.
LA Bugnon, J Diaz Zamboni
XVIII Congreso Argentino de Bioingeniería SABI - VII Jornadas de Ingeniería …, 2011
2011
Estudio y evaluación de métodos de visualización de imágenes biológicas multidimensionales utilizando OpenGL
LA Bugnon, JE Díaz Zamboni
39 Jornadas Argentinas de Informática, 2010
2010
SRGC-Nets: Sparse Repeated Group Convolutional Neural Networks..... Y. Lu, G. Lu, R. Lin, J. Li, and D. Zhang 2889 Homophily Preserving Community Detection................ F …
LA Bugnon, C Yones, DH Milone, G Stegmayer, D Brzezinski, ...
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Artigos 1–19