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Matias F. Gerard
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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
492019
Data mining over biological datasets: An integrated approach based on computational intelligence
G Stegmayer, M Gerard, DH Milone
IEEE Computational Intelligence Magazine 7 (4), 22-34, 2012
262012
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
212022
Magnetic properties and EPR spectra of [Cu (L-arginine) 2](NO3) 2· 3H2O
MF Gerard, C Aiassa, NMC Casado, RC Santana, M Perec, RE Rapp, ...
Journal of Physics and Chemistry of Solids 68 (8), 1533-1539, 2007
112007
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión
DH Milone, G Stegmayer, MF Gerard, L Kamenetzky, M López, FO Carrari
Asociación Española para la Inteligencia Artificial, 2009
82009
An evolutionary approach for searching metabolic pathways
MF Gerard, G Stegmayer, DH Milone
Computers in Biology and Medicine 43 (11), 1704-1712, 2013
72013
Evolutionary local improvement on genetic algorithms for feature selection
LD Vignolo, MF Gerard
2017 XLIII Latin American Computer Conference (CLEI), 1-8, 2017
62017
EvoMS: An evolutionary tool to find de novo metabolic pathways
MF Gerard, G Stegmayer, DH Milone
Biosystems 134, 43-47, 2015
62015
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
Metabolic pathways synthesis based on ant colony optimization
MF Gerard, G Stegmayer, DH Milone
Scientific Reports 8 (1), 16398, 2018
42018
Evolutionary algorithm for metabolic pathways synthesis
MF Gerard, G Stegmayer, DH Milone
Biosystems 144, 55-67, 2016
32016
sincFold: end-to-end learning of short-and long-range interactions for RNA folding
L Bugnon, L Di Persia, M Gerard, J Raad, S Prochetto, E Fenoy, ...
22023
Neural model-based similarity prediction for compounds with unknown structures
E Borzone, LE Di Persia, M Gerard
International Conference on Applied Informatics, 75-87, 2022
12022
Introducción a la Biotecnología: sus aplicaciones y alcances
MF Rossetti, ÁG Forno, C Attallah, P Burns, JV Cabello, M Campi, ...
Universidad Nacional del Litoral, 2022
12022
PhDSeeker: Pheromone-directed seeker for metabolic pathways
MF Gerard, RN Comelli
Biosystems 198, 104259, 2020
12020
Analysis and integration of biological data: a data mining approach using neural networks
D Milone, G Stegmayer, M Gerard, L Kamenetzky, M López, F Carrari
Data Mining: Concepts, Methodologies, Tools, and Applications, 203-230, 2013
12013
Evaluación de modelos neuronales y estrategias de aumentación de datos para la identificación de trastornos del habla
I Kemmerer, MF Gerard, LD Vignolo
Memorias de las JAIIO 10 (1), 119-132, 2024
2024
Optimización de modelos neuronales para estimar similaridad entre compuestos mediante estrategias basadas en computación evolutiva
TJ Hermann, LD Vignolo, MF Gerard
Memorias de las JAIIO 10 (1), 74-87, 2024
2024
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
2024
Evaluación de un modelo neuronal para la estimación de similaridad entre compuestos a partir de representaciones one-hot
E Borzone, LE Di Persia, M Gerard
Memorias de las JAIIO 8 (2), 112-124, 2022
2022
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Articles 1–20