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9 publications
 
2021
Graph convolutional neural networks for genome enable prediction of complex traits (poster)  
Ignacio Hounie, Ernesto Elenter, Guillermo Etchebarne, Maria Ines Fariello, Federico Lecumberry
Probabilistic Modeling in Genomics : Virtual Meeting, 14-16 apr, USA- 2021

Machine learning methods for genome enable prediction of complex traits in agriculture : Benchmarking and robustness to marker elimination (poster)  
Guillermo Etchebarne, Juan Elenter, Ignacio Hounie, Maria Ines Fariello, Federico Lecumberry
Probabilistic Modeling in Genomics : Virtual Meeting, 14-16 apr, USA- 2021

On two dimensional mappings of SNP marker and CNNs : Overcoming the limitations of existing methods using fermat distance (poster)  
Juan Elenter, Guillermo Etchebarne, Ignacio Hounie, Maria Ines Fariello, Federico Lecumberry
Probabilistic Modeling in Genomics : Virtual Meeting, 14-16 apr, USA- 2021
 
2020
MPPFFL20.pdf
Eventos de supercontagio  
Guillermo Moncecchi, Javier Pintos, Jacqueline Ponzo, Maria Ines Fariello, Marcelo Fiori, Federico Lecumberry
Reporte 8 del Grupo Uruguayo Interdisciplinario de Análisis de Datos de COVID-19 (GUIAD-COVID-19), https://guiad-covid.github.io/publication/nota8/ - Aug. 2020
 
2019
Understanding evolutionary processes in viral populations through information theory and simulations  
Gerardo Martínez Jaunarena, Diego Simón, Gonzalo Moratorio, Federico Lecumberry, Maria Ines Fariello
Physics of Evolution, Francis Crick Institute, London, UK, 8-10 jul- 2019
 
2018
NCLFRFRDCALGIB18.pdf
Kinesin 1 regulates cilia length through an interaction with the Bardet-Biedl syndrome related protein CCDC28B  
Rossina Novas, Magdalena Cardenas-Rodriguez, Paola Lepanto, Matías Fabregat, Magela Rodao, Maria Ines Fariello, Mauricio Ramos, Camila Davison, Gabriela Casanova, Lucía Alfaya, Federico Lecumberry, Gualberto González-Sapienza, Florencia Irigoin, José L. Badano
Scientific Reports, Volume 8, Number 3019, page 1--16- Feb. 2018

Viral evolution analysis and visualization based on a Shannons Entropy approach  
Felipe Tambasco, Gerardo Martínez Jaunarena, Diego Simón, Gonzalo Moratorio, Maria Ines Fariello, Marco Vignuzzi, Federico Lecumberry
2018 Institut Pasteur International Network Symposium: Combating Resistance : Microbes and Vectors, Paris, France, 15-16 nov,- 2018
 
2017
Proyecto CSIC I+D - Análisis y visualización de la evolución de virus  
Federico Lecumberry, Maria Ines Fariello
Project with CSIC,
Responsable(s) : Federico Lecumberry
Date - Jan. 2017 to Dec. 2018
 
2015
Genetic prediction in bovine meat production : Is worth integrating bayesian and machine learning approaches? A comprenhensive analysis  
Maria Ines Fariello, Eileen Armstrong, Alicia Fernández
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings, Lecture Notes in Computer Science, Volume 9423, Springer, , page 11--18- 2015

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