Cristian Yones

Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics

Leandro A. Bugnon, Cristian Yones, Diego H. Milone et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 45 citations

Systems Biology, Functional Genomics, Machine Learning +15

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

Georgina Stegmayer, Cristian Yones, Laura Kamenetzky et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2016 · 35 citations

Multiple Instance Learning, Engineering, Machine Learning +24

Alternative use of miRNA-biogenesis co-factors in plants at low temperatures

Delfina A. Ré, Patricia L. M. Lang, Cristian Yones et al. · Development · 2019 · 31 citations · Full text

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

Gabriela Merino, Jonathan Raad, Leandro A. Bugnon et al. · Bioinformatics · 2020 · 31 citations · Full text

miRNAfe: A comprehensive tool for feature extraction in microRNA prediction

Cristian Yones, Georgina Stegmayer, Laura Kamenetzky et al. · Biosystems · 2015 · 29 citations · Full text

Biology, Functional Genomics, Natural Sciences +12