Cristian A. Yones

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Gene Function Prediction

Top Venues

Briefings Bioinform.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Leandro A Bugnon, Cristian A. Yones, Diego H. Milone, Georgina Stegmayer
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning. Briefings Bioinform. 22 (3) (2021)
Gabriela Alejandra Merino, Jonathan Raad, Leandro A Bugnon, Cristian A. Yones, Laura Kamenetzky, Juan Claus, Federico Ariel, Diego H. Milone, Georgina Stegmayer
Novel SARS-CoV-2 encoded small RNAs in the passage to humans. Bioinform. 36 (24) (2021)
Cristian A. Yones, Jonathan Raad, Leandro A Bugnon, Diego H. Milone, Georgina Stegmayer
High precision in microRNA prediction: A novel genome-wide approach with convolutional deep residual networks. Comput. Biol. Medicine 134 (2021)
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
DL4papers: a deep learning approach for the automatic interpretation of scientific articles. Bioinform. 36 (11) (2020)
Leandro A Bugnon, Cristian A. Yones, Diego H. Milone, Georgina Stegmayer
Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
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
Predicting novel microRNA: a comprehensive comparison of machine learning approaches. Briefings Bioinform. 20 (5) (2019)
Cristian A. Yones, Georgina Stegmayer, Diego H. Milone
Genome-wide pre-miRNA discovery from few labeled examples. Bioinform. 34 (4) (2018)
Georgina Stegmayer, Cristian A. Yones, Laura Kamenetzky, Diego H. Milone
High Class-Imbalance in pre-miRNA Prediction: A Novel Approach Based on deepSOM. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (6) (2017)
Cristian A. Yones, Georgina Stegmayer, Laura Kamenetzky, Diego H. Milone
miRNAfe: A comprehensive tool for feature extraction in microRNA prediction. Biosyst. 138 (2015)