Trabajos de Francisco Charte

Trabajos de Nombre

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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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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Article 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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Article 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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Article 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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Article 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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Article 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