Andrés Felipe Giraldo Forero
Andrés Felipe Giraldo Forero
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ELASPIC web-server: proteome-wide structure-based prediction of mutation effects on protein stability and binding affinity
DK Witvliet, A Strokach, AF Giraldo-Forero, J Teyra, R Colak, PM Kim
Bioinformatics 32 (10), 1589-1591, 2016
Managing imbalanced data sets in multi-label problems: a case study with the SMOTE algorithm
AF Giraldo-Forero, JA Jaramillo-Garzón, JF Ruiz-Muñoz, ...
Iberoamerican Congress on Pattern Recognition, 334-342, 2013
Evaluation of example-based measures for multi-label classification performance
AF Giraldo-Forero, JA Jaramillo-Garzón, CG Castellanos-Domínguez
International Conference on Bioinformatics and Biomedical Engineering, 557-564, 2015
A comparison of multi-label techniques based on problem transformation for protein functional prediction
AF Giraldo-Forero, JA Jaramillo-Garzón, CG Castellanos-Domínguez
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction
AF Cardona-Escobar, AF Giraldo-Forero, AE Castro-Ospina, ...
Iberoamerican Congress on Pattern Recognition, 143-151, 2018
Multi-label learning by hyperparameters calibration for treating class imbalance
AF Giraldo-Forero, AF Cardona-Escobar, AE Castro-Ospina
International Conference on Hybrid Artificial Intelligence Systems, 327-337, 2018
Influence of structural similarities between sequences over ontology annotation proteins using BLASTP
AF Giraldo-Forero, JE Cuitiva-Sánchez, JA Jaramillo-Garzón, ...
2012 XVII Symposium of Image, Signal Processing, and Artificial Vision …, 2012
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City
AF Giraldo-Forero, S Garcia-Lopez, PA Rodriguez-Marin, J Martinez, ...
Iberoamerican Congress on Pattern Recognition, 514-524, 2019
Estrategias multi-etiqueta orientadas a la predicción funcional de proteínas en organismos embryophyta
AF Giraldo Forero
Universidad Nacional de Colombia-Sede Manizales, 2015
Functional Protein Prediction Using HMM Based Feature Representation and Relevance Analysis
DF Collazos-Huertas, AF Giraldo-Forero, D Cárdenas-Pena, ...
Advances in Computational Biology, 71-76, 2014
A Methodology for Optimizing the E-value Threshold in Alignment-Based Gene Ontology Prediction Using the ROC Curve
RA Burgos-Ocampo, AF Giraldo-Forero, JA Jaramillo-Garzón, ...
Advances in Computational Biology, 315-320, 2014
Predicting Molecular Functions in Plants using Wavelet-based Motifs.
G Arango-Argoty, AF Giraldo-Forero, JA Jaramillo-Garzón, ...
Biostec, in Bioinformatics, 140-145, 2013
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