Ensemble and continual federated learning for classification tasks
Casado, Fernando E., Lema, Dylan, Iglesias, Roberto, Regueiro, Carlos V., Barro, Senén
Published in Machine learning (01.09.2023)
Published in Machine learning (01.09.2023)
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Journal Article
Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification
Isla-Cernadas, Diego, Fernandez-Delgado, Manuel, Cernadas, Eva, Sirsat, Manisha S., Maarouf, Haitham, Barro, Senen
Published in IEEE transaction on neural networks and learning systems (2024)
Published in IEEE transaction on neural networks and learning systems (2024)
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Journal Article
Quick extreme learning machine for large-scale classification
Albtoush, Audi, Fernández-Delgado, Manuel, Cernadas, Eva, Barro, Senén
Published in Neural computing & applications (01.04.2022)
Published in Neural computing & applications (01.04.2022)
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Journal Article
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D
Alateyat, Heba, Fernández-Delgado, Manuel, Cernadas, Eva, Barro, Senén
Published in Neural processing letters (01.10.2023)
Published in Neural processing letters (01.10.2023)
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Journal Article
Polynomial Kernel Discriminant Analysis for 2D visualization of classification problems
Alawadi, Sadi, Fernández-Delgado, Manuel, Mera, David, Barro, Senén
Published in Neural computing & applications (01.08.2019)
Published in Neural computing & applications (01.08.2019)
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Journal Article
Direct Parallel Perceptrons (DPPs): Fast Analytical Calculation of the Parallel Perceptrons Weights With Margin Control for Classification Tasks
Fernandez-Delgado, M., Ribeiro, J., Cernadas, E., Ameneiro, S. B.
Published in IEEE transactions on neural networks (01.11.2011)
Published in IEEE transactions on neural networks (01.11.2011)
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Journal Article
Addressing the flaws of current critical alarms: a fuzzy constraint satisfaction approach
Otero, Abraham, Félix, Paulo, Barro, Senén, Palacios, Francisco
Published in Artificial intelligence in medicine (01.11.2009)
Published in Artificial intelligence in medicine (01.11.2009)
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Journal Article
AI literacy in K-12: a systematic literature review
Casal-Otero, Lorena, Catala, Alejandro, Fernández-Morante, Carmen, Taboada, Maria, Cebreiro, Beatriz, Barro, Senén
Published in International Journal of STEM Education (01.12.2023)
Published in International Journal of STEM Education (01.12.2023)
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Journal Article
Polytope ARTMAP: Pattern Classification Without Vigilance Based on General Geometry Categories
Amorim, D.G., Delgado, M.F., Ameneiro, S.B.
Published in IEEE transactions on neural networks (01.09.2007)
Published in IEEE transactions on neural networks (01.09.2007)
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