Trabajos de Maria Del Jesus

Trabajos de Nombre

Computer Science

Listando 9 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 FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams Garcia-Vico, Angel Miguel; Carmona, Cristobal J.; Gonzalez, Pedro; Seker, Huseyin; del Jesus, Maria J. IEEE TRANSACTIONS ON FUZZY SYSTEMS 1063-6706 (2020) DOI / 10.1109/tfuzz.2020.2992849 Green accepted

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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 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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Article A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams Garcia-Vico, Angel M.; Carmona, Cristobal; Gonzalez, Pedro; del Jesus, Maria J. EXPERT SYSTEMS WITH APPLICATIONS 0957-4174 (2021) DOI / 10.1016/j.eswa.2021.115419

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Article Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? Fernandez, Alberto; Herrera, Francisco; Cordon, Oscar; del Jesus, Maria Jose; Marcelloni, Francesco IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 1556-603X (2019) DOI / 10.1109/mci.2018.2881645

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Review An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects Garcia-Vico, A. M.; Carmona, C. J.; Martin, D.; Garcia-Borroto, M.; del Jesus, M. J. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1942-4787 (2018) DOI / 10.1002/widm.1231 Hybrid