Andrés Felipe Giraldo-Forero

11 papers C 3Misc 1Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2026 C conf
Question-Answering System by Large Language Models Applied to Spanish Electronic Health Records in Maternal Healthcare.
ICPRAM
D. Vallejo-Sanchez, Andrés Felipe Giraldo-Forero, Andrés Orozco-Duque
2024 J jnl
Ecoacoustic bank: A software for ecoacoustics data management.
SoftwareX
Andrés Felipe Giraldo-Forero, Paula Andrea Rodríguez Marín, Claudia Victoria Isaza Narvaez, Juan Manuel Daza-Rojas
2022 J jnl
Deep matrix factorization models for estimation of missing data in a low-cost sensor network to measure air quality.
Ecol. Informatics
L. M. Rivera-Muñoz, Andrés Felipe Giraldo-Forero, J. D. Martinez-Vargas
2019 C conf
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City.
CIARP
Andrés Felipe Giraldo-Forero, Sebastian García-López, Paula Andrea Rodríguez Marín, Juan Martinez, Yohan Ricardo Céspedes Villar, Oscar Cardona, Juan Camilo Acosta, Luis Carlos Trujillo Arboleda
2018 Misc conf
Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance.
HAIS
Andrés Felipe Giraldo-Forero, Andrés Felipe Cardona-Escobar, Andrés Eduardo Castro-Ospina
2017 C conf
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction.
CIARP
Andrés F. Cardona-Escobar, Andrés Felipe Giraldo-Forero, Andrés Eduardo Castro-Ospina, Jorge Alberto Jaramillo-Garzón
2016 J jnl
ELASPIC web-server: proteome-wide structure-based prediction of mutation effects on protein stability and binding affinity.
Bioinform.
Daniel K. Witvliet, Alexey Strokach, Andrés Felipe Giraldo-Forero, Joan Teyra, Recep Colak, Philip M. Kim
2015 — conf
Evaluation of Example-Based Measures for Multi-label Classification Performance.
IWBBIO (1)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2013 — conf
A comparison of multi-label techniques based on problem transformation for protein functional prediction.
EMBC
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
2013 — conf
Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm.
CIARP (1)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, José Francisco Ruiz-Muñoz, César Germán Castellanos-Domínguez
2013 — conf
Predicting Molecular Functions in Plants using Wavelet-based Motifs.
BIOINFORMATICS
G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez