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F

Francisco Charte

universidad de jaen

22H-index
133Paper Count
2.3KCitation Count
Published Papers 21
Publication Date
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MORENA: Empty Images Detection Based on Unsupervised Reconstruction Error Analysis
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errde la Rosa, David; Jose del Jesus, Maria; Perez-Godoy, Maria Dolores; Charte, Francisco
errShare
errSave
DESReg: Dynamic Ensemble Selection library for Regression tasks
errNEUROCOMPUTING
IF6.5
err2024-05-01
err0
errOAAI
errPerez-Godoy, Marta D.; Molina, Marta; Marttnez, Francisco; Elizondo, David; Charte, Francisco; Rivera, Antonio J.
errShare
errSave
mldr.resampling: Efficient reference implementations of multilabel resampling algorithms
errNEUROCOMPUTING
IF6.5
err2023-11-01
err0
errOAAI
errRivera, Antonio J.; Davila, Miguel A.; Elizondo, D.; del Jesus, Maria J.; Charte, Francisco
errShare
errSave
XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-03-01
err3
errOAAI
errRivera, A. J.; Munoz, J. Cobo; Perez-Goody, M. D.; de San Pedro, B. Saenz; Charte, F.; Elizondo, D.; Rodriguez, C.; Abolafia, M. L.; Perea, A.; del Jesus, M. J.
errShare
errSave
Strategies for time series forecasting with generalized regression neural networks
errNEUROCOMPUTING
IF6.5
err2022-06-01
err35
errOAAI
errMartinez, Francisco; Charte, Francisco; Pilar Frias, Maria; Maria Martinez-Rodriguez, Ana
errShare
errSave
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments
errNEUROCOMPUTING
IF6.5
err2020-11-01
err3
PREAI
errGarcia-Vico, Angel Miguel; Charte, Francisco; Gonzalez, Pedro; Elizondo, David; Carmona, Cristobal Jose
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errSave
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
errNEUROCOMPUTING
IF6.5
err2020-10-01
err145
errOAAI
errGorriz, Juan M.; Ramirez, Javier; Ortiz, Andres; Martinez-Murcia, Francisco J.; Segovia, Fermin; Suckling, John; Leming, Matthew; Zhang, Yu-Dong; Ramon Alvarez-Sanchez, Jose; Bologna, Guido; Bonomini, Paula; Casado, Fernando E.; Charte, David; Charte, Francisco; Contreras, Ricardo; Cuesta-Infante, Alfredo; Duro, Richard J.; Fernandez-Caballero, Antonio; Fernandez-Jover, Eduardo; Gomez-Vilda, Pedro; Grana, Manuel; Herrera, Francisco; Iglesias, Roberto; Lekova, Anna; de Lope, Javier; Lopez-Rubio, Ezequiel; Martinez-Tomas, Rafael; Molina-Cabello, Miguel A.; Montemayor, Antonio S.; Novais, Paulo; Palacios-Alonso, Daniel; Pantrigo, Juan J.; Payne, Bryson R.; de la Paz Lopez, Felix; Angelica Pinninghoff, Maria; Rincon, Mariano; Santos, Jose; Thurnhofer-Hemsi, Karl; Tsanas, Athanasios; Varela, Ramiro; Ferrandez, Jose M.
errShare
errSave
An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges
errNEUROCOMPUTING
IF6.5
err2020-09-01
err44
errOAAI
errCharte, David; Charte, Francisco; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave
Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines
errINFORMATION FUSION
IF15.5
err2020-02-01
err31
PREAI
errPulgar, Francisco J.; Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.
errShare
errSave
A Comprehensive and Didactic Review on Multilabel Learning Software Tools
errIEEE ACCESS
IF3.6
err2020-01-01
err13
errOAAI
errCharte, Francisco
errShare
errSave
Smartdata: Data preprocessing to achieve smart data in R
errNEUROCOMPUTING
IF6.5
err2019-09-01
err5
PREAI
errCordon, Ignacio; Luengo, Julian; Garcia, Salvador; Herrera, Francisco; Charte, Francisco
errShare
errSave
Ruta: Implementations of neural autoencoders in R
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-06-01
err5
PREAI
errCharte, David; Herrera, Francisco; Charte, Francisco
errShare
errSave
REMEDIAL-HwR: Tackling multilabel imbalance through label decoupling and data resampling hybridization
errNEUROCOMPUTING
IF6.5
err2019-01-01
err30
errOAAI
errCharte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave
Dealing with difficult minority labels in imbalanced mutilabel data sets
errNEUROCOMPUTING
IF6.5
err2019-01-01
err45
errOAAI
errCharte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
errINFORMATION FUSION
IF15.5
err2018-11-01
err203
errOAAI
errCharte, David; Charte, Francisco; Garcia, Salvador; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave
Tips, guidelines and tools for managing multi-label datasets: The mldr.datasets R package and the Cometa data repository
errNEUROCOMPUTING
IF6.5
err2018-05-01
err23
errOAAI
errCharte, Francisco; Rivera, Antonio J.; Charte, David; del Jesus, Mara J.; Herrera, Francisco
errShare
errSave
Is the average photon energy a unique characteristic of the spectral distribution of global irradiance?
errSOLAR ENERGY
IF6.6
err2017-06-01
err43
PREAI
errNofuentes, G.; Gueymard, C. A.; Aguilera, J.; Perez-Godoy, M. D.; Charte, F.
errShare
errSave
Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2017-06-01
err19
PREAI
errCharte, Francisco; Romero, Inmaculada; Perez-Godoy, Maria D.; Rivera, Antonio J.; Castro, Eulogio
errShare
errSave
MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2015-11-01
err156
PREAI
errCharte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave
Addressing imbalance in multilabel classification: Measures and random resampling algorithms
errNEUROCOMPUTING
IF6.5
err2015-09-01
err201
PREAI
errCharte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
张
张煜东 (Yudong Zhang)
H-index: 107 · Papers: 1.5K
J
J. M. Górriz
H-index: 63 · Papers: 593
C
Christian A. Gueymard
H-index: 62 · Papers: 309
E
Eulógio Castro
H-index: 61 · Papers: 309
View more