Time Series Prediction for Kernel-based Adaptive Filters Using Variable Bandwidth, Adaptive Learning-rate, and Dimensionality Reduction. - Sergio García-Vega; E. A. León-Gómez; Germán Castellanos-Domínguez (ICASSP, 2019)

A time-series prediction framework using sequential learning algorithms and dimensionality reduction within a sparsification approach. - Sergio García-Vega; E. A. León-Gómez; Germán Castellanos-Domínguez (Pattern Recognit. Lett., 2020)

Cross-Dataset Data Augmentation Using UMAP for Deep Learning-Based Wind Speed Prediction. - Eder Arley León-Gómez; Andrés Marino Álvarez-Meza; Germán Castellanos-Domínguez (Comput., 2025)