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 | 85 | 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 | 46* | 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 | 16 | 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 | 9 | 2021 |
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 | 7 | 2022 |
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 | 7 | 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 | 5 | 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 | 4 | 2023 |
Evolución del procesamiento natural del lenguaje AF Giraldo Forero, AF Orozco Duque TecnoLógicas 26 (56), 2023 | 3 | 2023 |
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 | 2 | 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 | 2 | 2019 |
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 | 2 | 2012 |
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 | 1 | 2018 |
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 | 1 | 2014 |
Ecoacoustic bank: A software for ecoacoustics data management AF Giraldo-Forero, PA Rodríguez-Marín, C Isaza-Narváez, ... SoftwareX 27, 101822, 2024 | | 2024 |
Tratamiento matemático:: una aproximación en Python y R AFG Forero Instituto Tecnológico Metropolitano–ITM, 2022 | | 2022 |
Estrategias multi-etiqueta orientadas a la predicción funcional de proteínas en organismos embryophyta AF Giraldo Forero Universidad Nacional de Colombia-Sede Manizales, 2015 | | 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 | | 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 | | 2013 |