Roberto Díaz-Morales

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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Publications

2022
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Ángel Navia-Vázquez, Roberto Díaz-Morales, Marcos Fernández Díaz:
Budget Distributed Support Vector Machine for Non-ID Federated Learning Scenarios. ACM Trans. Intell. Syst. Technol. 13(6): 100:1-100:25 (2022)
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  - books/sp/22/BonuraCDNPR22
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Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Ángel Navia-Vázquez, Mark Purcell, Stephanie Rossello:
Increasing Trust for Data Spaces with Federated Learning. Data Spaces 2022: 89-106
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Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Marcos Fernández Díaz, Lucrezia Morabito, Luis Muñoz-González, Chiara Napione, Ángel Navia-Vázquez, Mark Purcell:
Privacy-Preserving Technologies for Trusted Data Spaces. Technologies and Applications for Big Data Value 2022: 111-134
2020
[j7]
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  - journals/tsmc/Diaz-MoralesN20
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Roberto Díaz-Morales, Ángel Navia-Vázquez:
Distributed Nonlinear Semiparametric Support Vector Machine for Big Data Applications on Spark Frameworks. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4664-4675 (2020)
2017
[j5]
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Roberto Díaz-Morales, Ángel Navia-Vázquez:
LIBIRWLS: A parallel IRWLS library for full and budgeted SVMs. Knowl. Based Syst. 136: 183-186 (2017)
2016
[j4]
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Roberto Díaz-Morales, Ángel Navia-Vázquez:
Efficient parallel implementation of kernel methods. Neurocomputing 191: 175-186 (2016)
[j3]
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Roberto Díaz-Morales, Ángel Navia-Vázquez:
Improving the efficiency of IRWLS SVMs using parallel Cholesky factorization. Pattern Recognit. Lett. 84: 91-98 (2016)
2014
[c2]
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  - electronic edition @ mlr.press (open access)
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  - conf/nips/Diaz-MoralesN14
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Roberto Díaz-Morales, Ángel Navia-Vázquez:
Optimization of AMS using Weighted AUC optimized models. HEPML@NIPS 2014: 109-127
2011
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  - journals/sigpro/Navia-VazquezD11
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Ángel Navia-Vázquez, Roberto Díaz-Morales:
Adaptive sigmoidal plant identification using reduced sensitivity recursive least squares. Signal Process. 91(4): 1066-1070 (2011)
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  - conf/ijcnn/Diaz-MoralesMN11
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Roberto Díaz-Morales, Harold Y. Molina-Bulla, Ángel Navia-Vázquez:
Parallel Semiparametric Support Vector Machines. IJCNN 2011: 475-481
2010
[j1]
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  - journals/ijon/Navia-VazquezD10
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Ángel Navia-Vázquez, Roberto Díaz-Morales:
Fast error estimation for efficient support vector machine growing. Neurocomputing 73(4-6): 1018-1023 (2010)

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