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, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2013
Evaluation of example-based measures for multi-label classification performance
AF Giraldo-Forero, JA Jaramillo-Garzón, CG Castellanos-Domínguez
Bioinformatics and Biomedical Engineering: Third International Conference …, 2015
Missing data estimation in a low-cost sensor network for measuring air quality: A case study in Aburrá Valley
LM Rivera-Muñoz, JD Gallego-Villada, AF Giraldo-Forero, ...
Water, Air, & Soil Pollution 232, 1-15, 2021
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
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
Classification of Severe Maternal Morbidity from Electronic Health Records Written in Spanish Using Natural Language Processing
EA Torres-Silva, S Rúa, AF Giraldo-Forero, MC Durango, ...
Applied Sciences 13 (19), 10725, 2023
Deep matrix factorization models for estimation of missing data in a low-cost sensor network to measure air quality
LM Rivera-Muñoz, AF Giraldo-Forero, JD Martinez-Vargas
Ecological Informatics 71, 101775, 2022
Using Hidden Markov Models for Profiling Driver Behavior Patterns.
D Nieto, A Giraldo, E Giraldo, J Martínez, L Trujillo, Y Céspedes, J Acosta
IAENG International Journal of Computer Science 48 (1), 2021
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City
AF Giraldo-Forero, S Garcia-Lopez, PA Rodriguez-Marin, J Martinez, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
Multi-label learning by hyperparameters calibration for treating class imbalance
AF Giraldo-Forero, AF Cardona-Escobar, AE Castro-Ospina
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 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
Evolución del procesamiento natural del lenguaje
AF Giraldo Forero, AF Orozco Duque
TecnoLógicas 26 (56), 2023
Tratamiento matemático:: una aproximación en Python y R
AFG Forero
Instituto Tecnológico Metropolitano–ITM, 2022
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: Proceedings of the 2nd Colombian Congress …, 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: Proceedings of the 2nd Colombian Congress …, 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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