Francisco Charte

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

J. M. Górriz, Javier Ramı́rez, Andrés Ortíz et al. · Neurocomputing · 2020 · 313 citations · Full text

Computing, Computer Science, Data Science +14

Addressing imbalance in multilabel classification: Measures and random resampling algorithms

Francisco Charte, Antonio J. Rivera, María José del Jesús et al. · Neurocomputing · 2015 · 293 citations

Computing, Computer Science, Data Science +14

MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation

Francisco Charte, Antonio J. Rivera, María José del Jesús et al. · Knowledge-Based Systems · 2015 · 242 citations

Computing, Computer Science, Machine Learning +10

Dealing with difficult minority labels in imbalanced mutilabel data sets

Francisco Charte, Antonio J. Rivera, María José del Jesús et al. · Neurocomputing · 2017 · 78 citations · Full text

Computing, Data Science, Data Mining +7

An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges

David Charte, Francisco Charte, María José del Jesús et al. · Neurocomputing · 2020 · 69 citations · Full text

Computing, Computer Science, Educational Technology +14