Andrés Felipe Giraldo-Forero

According to our database1, Andrés Felipe Giraldo-Forero authored at least 9 papers between 2013 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Deep matrix factorization models for estimation of missing data in a low-cost sensor network to measure air quality.
Ecol. Informatics, 2022

2019
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018
Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
ELASPIC web-server: proteome-wide structure-based prediction of mutation effects on protein stability and binding affinity.
Bioinform., 2016

2015
Evaluation of Example-Based Measures for Multi-label Classification Performance.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

2013
A comparison of multi-label techniques based on problem transformation for protein functional prediction.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Managing Imbalanced Data Sets in Multi-label Problems: A Case Study with the SMOTE Algorithm.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Predicting Molecular Functions in Plants using Wavelet-based Motifs.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013


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