Computer Science
Listando 7 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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Article
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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Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect
Pascual-Triana, Jose Daniel; Charte, David; Andres Arroyo, Marta; Fernandez, Alberto; Herrera, Francisco
KNOWLEDGE AND INFORMATION SYSTEMS
0219-1377 (2021)
DOI /
10.1007/s10115-021-01577-1
Green submitted
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1
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A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges
Luengo, Julian; Moreno, Raul; Sevillano, Ivan; Charte, David; Pelaez-Vegas, Adrian; Fernandez-Moreno, Marta; Mesejo, Pablo; Herrera, Francisco
INFORMATION FUSION
1566-2535 (2021)
DOI /
10.1016/j.inffus.2021.09.018
Hybrid
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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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1
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COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
Tabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J. L.; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J. L.; Luengo, J.; Valero-Gonzalez, M. A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
2168-2194 (2020)
DOI /
10.1109/jbhi.2020.3037127
Green published, Green submitted
