Computer Science
Listando 8 trabajos del autor/autora 37
Lista de trabajos en el área Computer Science
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Article
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
Charte, David; Charte, Francisco; Garcia, Salvador; del Jesus, Maria J.; Herrera, Francisco
INFORMATION FUSION
1566-2535 (2018)
DOI /
10.1016/j.inffus.2017.12.007
Bronze
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8
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Tips, guidelines and tools for managing multi-label datasets: The mldr.datasets R package and the Cometa data repository
Charte, Francisco; Rivera, Antonio J.; Charte, David; del Jesus, Mara J.; Herrera, Francisco
NEUROCOMPUTING
0925-2312 (2018)
DOI /
10.1016/j.neucom.2018.02.011
Green submitted
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10
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An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges
Charte, David; Charte, Francisco; del Jesus, Maria J.; Herrera, Francisco
NEUROCOMPUTING
0925-2312 (2020)
DOI /
10.1016/j.neucom.2020.04.057
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2
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Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass
Charte, Francisco; Romero, Inmaculada; Perez-Godoy, Maria D.; Rivera, Antonio J.; Castro, Eulogio
COMPUTERS & CHEMICAL ENGINEERING
0098-1354 (2017)
DOI /
10.1016/j.compchemeng.2017.02.008
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Dealing with difficult minority labels in imbalanced mutilabel data sets
Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
NEUROCOMPUTING
0925-2312 (2019)
DOI /
10.1016/j.neucom.2016.08.158
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3
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Gorriz, 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, Fran
NEUROCOMPUTING
0925-2312 (2020)
DOI /
10.1016/j.neucom.2020.05.078
Green submitted
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REMEDIAL-HwR: Tackling multilabel imbalance through label decoupling and data resampling hybridization
Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco
NEUROCOMPUTING
0925-2312 (2019)
DOI /
10.1016/j.neucom.2017.01.118
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Review
A Comprehensive and Didactic Review on Multilabel Learning Software Tools
Charte, Francisco
IEEE ACCESS
2169-3536 (2020)
DOI /
10.1109/access.2020.2979787
Gold
