M. Martínez-Ballesteros

Mining quantitative association rules based on evolutionary computation and its application to atmospheric pollution

M. Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez‐Álvarez et al. · Integrated Computer-Aided Engineering · 2010 · 56 citations · Full text

Management, Environmental Engineering, Air Pollution +16

A new approach based on association rules to add explainability to time series forecasting models

A. R. Troncoso-García, M. Martínez-Ballesteros, Francisco Martínez‐Álvarez et al. · Information Fusion · 2023 · 53 citations

Computing, Computer Science, Artificial Intelligence +16

An evolutionary algorithm to discover quantitative association rules in multidimensional time series

M. Martínez-Ballesteros, Francisco Martínez‐Álvarez, Alicia Troncoso et al. · Soft Computing · 2011 · 46 citations · Full text

Computing, Data Science, Data Mining +14

A Bayesian Optimization-Based LSTM Model for Wind Power Forecasting in the Adama District, Ethiopia

Ejigu Tefera Habtemariam, Kula Kekeba, M. Martínez-Ballesteros et al. · Energies · 2023 · 45 citations · Full text

Computing, Computational Engineering, Computer Science +17

Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance

Laura Macías‐García, M. Martínez-Ballesteros, José María Luna-Romera et al. · Artificial Intelligence in Medicine · 2020 · 43 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17