Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction. - Andrés F. Cardona-Escobar; Andrés Felipe Giraldo-Forero; Andrés Eduardo Castro-Ospina; Jorge Alberto Jaramillo-Garzón (CIARP, 2017)

Multi-label Learning by Hyperparameters Calibration for Treating Class Imbalance. - Andrés Felipe Giraldo-Forero; Andrés Felipe Cardona-Escobar; Andrés Eduardo Castro-Ospina (HAIS, 2018)

Deep Convolutional Neural Networks and Power Spectral Density Features for Motor Imagery Classification of EEG Signals. - A. F. Pérez-Zapata; Andrés Felipe Cardona-Escobar; Jorge Alberto Jaramillo-Garzón; Gloria M. Díaz (HCI (15), 2018)