Andrés Felipe Giraldo-Forero

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 5

Top Topics

Learning Curves

Convolutional Neural Networks

Imbalanced Data

Top Venues

Publications

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
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City. CIARP (2019)
Andrés Felipe Giraldo-Forero, Andrés Felipe Cardona-Escobar, Andrés Eduardo Castro-Ospina
Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance. HAIS (2018)
Andrés F. Cardona-Escobar, Andrés Felipe Giraldo-Forero, Andrés Eduardo Castro-Ospina, Jorge Alberto Jaramillo-Garzón
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction. CIARP (2017)
Daniel K. Witvliet, Alexey Strokach, Andrés Felipe Giraldo-Forero, Joan Teyra, Recep Colak, Philip M. Kim
ELASPIC web-server: proteome-wide structure-based prediction of mutation effects on protein stability and binding affinity. Bioinform. 32 (10) (2016)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
Evaluation of Example-Based Measures for Multi-label Classification Performance. IWBBIO (1) (2015)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, José Francisco Ruiz-Muñoz, César Germán Castellanos-Domínguez
Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm. CIARP (1) (2013)
G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez
Predicting Molecular Functions in Plants using Wavelet-based Motifs. BIOINFORMATICS (2013)
Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, César Germán Castellanos-Domínguez
A comparison of multi-label techniques based on problem transformation for protein functional prediction. EMBC (2013)