Publications

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2022

M. Á. Molina and M. J. Jiménez-Navarro and R. Arjona and F. Mártinez-Álvarez and G. Asencio-Cortés

DIAFAN-TL: An instance weighting-based transfer learning algorithm with application to phenology forecasting (Journal Article)

Knowledge-Based Systems, 254 , pp. 109644, 2022.

(Abstract | Links | BibTeX | Tags: forecasting, time series, transfer learning)

2021

M. A. Molina and G. Asencio-Cortés and J. C. Riquelme and F. Martínez-Álvarez

A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small Datasets (Conference)

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), Advances in Intelligent Systems and Computing 2021.

(Links | BibTeX | Tags: deep learning, pattern recognition, transfer learning)