Cristian A. Yones

According to our database, Cristian A. Yones authored at least 9 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

High precision in microRNA prediction: A novel genome-wide approach with convolutional deep residual networks.

Cristian A. Yones, Jonathan Raad, Leandro A Bugnon, Diego H. Milone, Georgina Stegmayer

Comput. Biol. Medicine, 2021

Novel SARS-CoV-2 encoded small RNAs in the passage to humans.

Gabriela Alejandra Merino, Jonathan Raad, Leandro A Bugnon, Cristian A. Yones, Laura Kamenetzky, Juan Claus, Federico Ariel, Diego H. Milone, Georgina Stegmayer

Bioinform., 2021

Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning.

Leandro A Bugnon, Cristian A. Yones, Diego H. Milone, Georgina Stegmayer

Briefings Bioinform., 2021

2020

Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics.

Leandro A Bugnon, Cristian A. Yones, Diego H. Milone, Georgina Stegmayer

IEEE Trans. Neural Networks Learn. Syst., 2020

DL4papers: a deep learning approach for the automatic interpretation of scientific articles.

Leandro A Bugnon, Cristian A. Yones, Jonathan Raad, Matias Gerard, Mariano Rubiolo, Gabriela Alejandra Merino, Milton Pividori, Leandro E. Di Persia, Diego H. Milone, Georgina Stegmayer

Bioinform., 2020

2019

Predicting novel microRNA: a comprehensive comparison of machine learning approaches.

Georgina Stegmayer, Leandro E. Di Persia, Mariano Rubiolo, Matias Gerard, Milton Pividori, Cristian A. Yones, Leandro A Bugnon, Tadeo Rodriguez, Jonathan Raad, Diego H. Milone

Briefings Bioinform., 2019

2018

Genome-wide pre-miRNA discovery from few labeled examples.

Cristian A. Yones, Georgina Stegmayer, Diego H. Milone

Bioinform., 2018

2017

High Class-Imbalance in pre-miRNA Prediction: A Novel Approach Based on deepSOM.

Georgina Stegmayer, Cristian A. Yones, Laura Kamenetzky, Diego H. Milone

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

2015

miRNAfe: A comprehensive tool for feature extraction in microRNA prediction.

Cristian A. Yones, Georgina Stegmayer, Laura Kamenetzky, Diego H. Milone

Biosyst., 2015