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Leandro Bugnon
Leandro Bugnon
sinc(i) - UNL - CONICET
Verified email at sinc.unl.edu.ar - Homepage
Title
Cited by
Cited by
Year
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, 2018
492018
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
462019
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
252020
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches
LA Bugnon, AA Edera, S Prochetto, M Gerard, J Raad, E Fenoy, ...
Briefings in Bioinformatics 23 (4), bbac205, 2022
232022
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
202017
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 6, 100150, 2021
182021
miRe2e: a full end-to-end deep model based on transformers for prediction of pre-miRNAs
J Raad, LA Bugnon, DH Milone, G Stegmayer
Bioinformatics 38 (5), 1191-1197, 2022
172022
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, 2020
172020
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
162019
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
152021
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
112020
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
8*2017
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
62019
AntTracker: A low-cost and efficient computer vision approach to research leaf-cutter ants behavior
JA Sabattini, F Sturniolo, M Bollazzi, LA Bugnon
Smart Agricultural Technology 5, 100252, 2023
42023
Transfer learning: The key to functionally annotate the protein universe
LA Bugnon, E Fenoy, AA Edera, J Raad, G Stegmayer, DH Milone
Patterns 4 (2), 2023
42023
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
42020
Affective computing as a tool for understanding emotion dynamics from physiology: A predictive modeling study of arousal and valence
TA D’Amelio, NM Bruno, LA Bugnon, F Zamberlan, E Tagliazucchi
2023 11th International Conference on Affective Computing and Intelligent …, 2023
32023
AntVideoRecord: Autonomous system to capture the locomotor activity of leafcutter ants
JA Sabattini, JM Reta, LA Bugnon, JI Cerrudo, RA Sabattini, A Peñalva, ...
HardwareX 11, e00270, 2022
32022
sincFold: end-to-end learning of short-and long-range interactions in RNA secondary structure
LA Bugnon, L Di Persia, M Gerard, J Raad, S Prochetto, E Fenoy, ...
Briefings in Bioinformatics 25 (4), 2024
2*2024
Evaluating large language models for annotating proteins
R Vitale, LA Bugnon, EL Fenoy, DH Milone, G Stegmayer
Briefings in Bioinformatics 25 (3), bbae177, 2024
22024
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Articles 1–20