List of works - Diego H Milone

*omeSOM: a software for clustering and visualization of transcriptional and metabolite data mined from interspecific crosses of crop plants

scientific article

A biologically inspired validity measure for comparison of clustering methods over metabolic data sets.

scientific article

A very simple and fast way to access and validate algorithms in reproducible research

scientific article published on 28 July 2015

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

scientific article published on 01 March 2019

An ICA-based method for the segmentation of pigmented skin lesions in macroscopic images ⬇️

scientific article published on January 1, 2011

An evolutionary approach for searching metabolic pathways.

scientific article published on 29 August 2013

Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization

scientific article published on 01 June 2019

Computational Prediction of Novel miRNAs from Genome-Wide Data.

scientific article

Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics

scientific article published on 03 June 2019

Evolutionary algorithm for metabolic pathways synthesis

scientific article published on 11 April 2016

Extreme Learning Machines for reverse engineering of gene regulatory networks from expression time series.

scientific article published on 22 November 2017

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

scientific article published on 26 May 2020

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

scientific article published on 25 September 2017

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

scientific article published on 7 June 2016

Improving clustering with metabolic pathway data

scientific article

Inferring unknown biological functions by integration of GO annotations and gene expression data.

scientific article

Learning deformable registration of medical images with anatomical constraints

scientific article published on 30 January 2020

Metabolic pathways synthesis based on ant colony optimization

scientific article published in Scientific Reports

MicroRNA discovery in the human parasite Echinococcus multilocularis from genome-wide data.

scientific article

Monitoring and assessment of ingestive chewing sounds for prediction of herbage intake rate in grazing cattle.

scientific article published on 10 October 2017

Predicting novel microRNA: a comprehensive comparison of machine learning approaches

scientific article published on 01 September 2019

Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry ⬇️

scientific article

Transfer Learning Based on Optimal Transport for Motor Imagery Brain-Computer Interfaces

scientific article published on 18 August 2021

Whole genome analysis of codon usage in Echinococcus

scientific article published on 03 August 2018

miRNAfe: A comprehensive tool for feature extraction in microRNA prediction

scientific article published on 20 October 2015

microRNA analysis of Taenia crassiceps cysticerci under praziquantel treatment and genome-wide identification of Taenia solium miRNAs

scientific article published on 16 May 2017

List of works by Diego H Milone

*omeSOM: a software for clustering and visualization of transcriptional and metabolite data mined from interspecific crosses of crop plants

A biologically inspired validity measure for comparison of clustering methods over metabolic data sets.

A very simple and fast way to access and validate algorithms in reproducible research

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

An ICA-based method for the segmentation of pigmented skin lesions in macroscopic images ⬇️

An evolutionary approach for searching metabolic pathways.

Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization

Computational Prediction of Novel miRNAs from Genome-Wide Data.

Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics

Evolutionary algorithm for metabolic pathways synthesis

Extreme Learning Machines for reverse engineering of gene regulatory networks from expression time series.

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

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

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

Improving clustering with metabolic pathway data

Inferring unknown biological functions by integration of GO annotations and gene expression data.

Learning deformable registration of medical images with anatomical constraints

Metabolic pathways synthesis based on ant colony optimization

MicroRNA discovery in the human parasite Echinococcus multilocularis from genome-wide data.

Monitoring and assessment of ingestive chewing sounds for prediction of herbage intake rate in grazing cattle.

Predicting novel microRNA: a comprehensive comparison of machine learning approaches

Screening of obstructive sleep apnea with empirical mode decomposition of pulse oximetry ⬇️

Transfer Learning Based on Optimal Transport for Motor Imagery Brain-Computer Interfaces

Whole genome analysis of codon usage in Echinococcus

miRNAfe: A comprehensive tool for feature extraction in microRNA prediction

microRNA analysis of Taenia crassiceps cysticerci under praziquantel treatment and genome-wide identification of Taenia solium miRNAs