Antonio J. Tallón‐Ballesteros

Predicting concentration levels of air pollutants by transfer learning and recurrent neural network

Iat Hang Fong, Tengyue Li, Simon Fong et al. · Knowledge-Based Systems · 2020 · 90 citations

Public Health, Environmental Engineering, Environmental Sciences +16

Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks

Antonio M. Durán-Rosal, César Hervás‐Martínez, Antonio J. Tallón‐Ballesteros et al. · Ocean Engineering · 2016 · 36 citations

Natural Sciences, Ocean Engineering, Oceanography +10

A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data

Jinyan Li, Yaoyang Wu, Simon Fong et al. · The Journal of Supercomputing · 2021 · 32 citations

Computing, Computer Science, Data Science +14

Deleting or keeping outliers for classifier training?

Antonio J. Tallón‐Ballesteros, José C. Riquelme · 2014 · 21 citations · Full text

Computing, Computer Science, Machine Learning +13

Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems

Antonio J. Tallón‐Ballesteros, César Hervás‐Martínez, José C. Riquelme et al. · Neurocomputing · 2012 · 21 citations

Computing, Computer Science, Artificial Intelligence +10