Andrés Manuel Chacón Maldonado

Andrés Manuel Chacón Maldonado

Ph.D. student

I hold a Degree in Computer Engineering (2021) and a Master in Computer Engineering (2023) at the University Pablo de Olavide.

Since July 2021, I have been a Researcher at the Data Science and Big Data Lab. My work primarily involves software development and the application of deep learning neural networks in agriculture. I am particularly enthusiastic about tackling complex challenges such as data imbalance and hyperparameter optimization. I am currently pursuing a Ph.D. in Computer Science, advancing the field of data science and the practical implementation of artificial intelligence. My objective is to drive innovation in data science and contribute to the sustainable development of agriculture through cutting-edge, technology-based solutions.

Additionally, I am also teaching in the Degree of Computer Engineering and the Degree of Biotechnology at the University Pablo de Olavide, for the academic year 2023-2024.

Publications

2023

A. M. Chacón-Maldonado and G. Asencio-Cortés and F. Martínez-Álvarez and A. Troncoso

FS-Studio: An extensive and efficient feature selection experimentation tool for Weka Explorer Journal Article

SoftwareX, 23 , pp. 101401, 2023.

Links | BibTeX

A. M. Chacón-Maldonado and A.R. Troncoso-García and F. Martínez-Álvarez, G. Asencio-Cortés and A. Troncoso

Olive oil fly population pest forecasting using explainable deep learning Conference

SOCO 18th International Conference on Soft Computing Models in Industrial and Environmental Applications , Lecture Notes in Networks and Systems 2023.

BibTeX

2022

A. M. Chacón-Maldonado and M. A. Molina and A. Troncoso and F. Martínez-Álvarez and G. Asencio-Cortés

Olive Phenology Forecasting Using Information Fusion-Based Imbalanced Preprocessing and Automated Deep Learning Conference

HAIS 17th International Conference on Hybrid Artificial Intelligence Systems, Lecture Notes in Computer Science 2022.

Links | BibTeX

2021

J. Roiz-Pagador and A. M. Chacon-Maldonado and R. Ruiz and G. Asencio-Cortes

Earthquake Prediction in California using Feature Selection techniques Conference

SOCO 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, Advances in Intelligent Systems and Computing 2021.

Links | BibTeX