Alaiz Gudin, Carlos Maria carlos.alaiz@uam.es

Faster SVM training via conjugate SMO

  • Torres-Barrán A
  • Alaíz CM
  • Dorronsoro JR

Pattern Recognition - 1/3/2021

10.1016/j.patcog.2020.107644 Ver en origen

  • ISSN 00313203

Convex formulation for multi-task L1-, L2-, and LS-SVMs

  • Ruiz, C
  • Alaiz, CM
  • Dorronsoro, JR

Neurocomputing (p. 599-608) - 7/10/2021

10.1016/j.neucom.2021.01.137 Ver en origen

  • ISSN 09252312

Machine Learning Nowcasting of PV Energy Using Satellite Data

  • Catalina A
  • Torres-Barrán A
  • Alaíz C
  • Dorronsoro J

Neural Processing Letters (p. 97-115) - 1/8/2020

10.1007/s11063-018-09969-1 Ver en origen

  • ISSN 13704621

Combining Numerical Weather Predictions and Satellite Data for PV Energy Nowcasting

  • Catalina A
  • Alaiz CM
  • Dorronsoro JR

Ieee Transactions On Sustainable Energy (p. 1930-1937) - 1/7/2020

10.1109/tste.2019.2946621 Ver en origen

  • ISSN 19493029

Multitask Support Vector Regression for Solar and Wind Energy Prediction

  • Ruiz, Carlos
  • Alaiz, Carlos M
  • Dorronsoro, Jose R

Energies - 1/12/2020

10.3390/en13236308 Ver en origen

  • ISSN 19961073

Robust classification of graph-based data

  • Alaiz, Carlos M
  • Fanuel, Michael
  • Suykens, Johan A K

Data Mining And Knowledge Discovery (p. 230-251) - 15/1/2019

10.1007/s10618-018-0603-9 Ver en origen

  • ISSN 13845810

Convex formulation for kernel PCA and its use in semisupervised learning

  • Alaíz C
  • Fanuel M
  • Suykens J

Ieee Transactions On Neural Networks And Learning Systems (p. 3863-3869) - 1/8/2018

10.1109/tnnls.2017.2709838 Ver en origen

  • ISSN 2162237X

Modified Frank–Wolfe algorithm for enhanced sparsity in support vector machine classifiers

  • Alaíz C
  • Suykens J

Neurocomputing (p. 47-59) - 3/12/2018

10.1016/j.neucom.2018.08.049 Ver en origen

  • ISSN 09252312

nu-SVM solutions of constrained Lasso and Elastic net

  • Torres-Barran, Alberto
  • Alaiz, Carlos M.
  • Dorronsoro, Jose R.;

Neurocomputing (p. 1921-1931) - 31/1/2018

10.1016/j.neucom.2017.10.029 Ver en origen

  • ISSN 09252312

Magnetic Eigenmaps for the visualization of directed networks

  • Fanuel M
  • Alaíz C
  • Fernández Á
  • Suykens J

Applied And Computational Harmonic Analysis (p. 189-199) - 1/1/2018

10.1016/j.acha.2017.01.004 Ver en origen

  • ISSN 10635203

Este/a investigador/a no tiene libros.

Software process modelling: a preface

  • Silvia T Acuña
  • Natalia Juristo Juzgado

Software Process Modeling (p. 142-154) - 1/1/2005

10.1007/978-3-030-61616-8_12 Ver en origen

  • ISSN 03029743

Adaptive Graph Laplacian for Convex Multi-Task Learning SVM. Hybrid Artificial Intelligent Systems. HAIS 2021

  • Ruiz C
  • Alaíz CM
  • Dorronsoro JR

Lecture Notes In Computer Science (p. 230) - 15/9/2021

https://doi.org/10.1007/978-3-030-86271-8_19 Ver en origen

  • ISSN 03029743

Adaptive Graph Laplacian for Convex Multi-Task Learning SVM

  • Ruiz C
  • Alaíz CM
  • Dorronsoro JR

Lecture Notes In Computer Science (p. 219-230) - 1/1/2021

10.1007/978-3-030-86271-8_19 Ver en origen

  • ISSN 03029743

Modified Grid Searches for Hyper-Parameter Optimization

  • López D
  • Alaíz CM
  • Dorronsoro JR

Lecture Notes In Computer Science (p. 221-232) - 1/1/2020

10.1007/978-3-030-61705-9_19 Ver en origen

  • ISSN 03029743

Visualization of the feature space of neural networks

  • Alaiz CM
  • Fernandez A
  • Dorronsoro JR

Esann 2020 - Proceedings, 28th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning (p. 169-174) - 1/1/2020

  • iMarina

Flexible Kernel Selection in Multitask Support Vector Regression

  • Ruiz C
  • Alaiz C
  • Catalina A
  • Dorronsoro J

Proceedings Of The International Joint Conference On Neural Networks - 1/7/2019

10.1109/ijcnn.2019.8852297 Ver en origen

A Convex Formulation of SVM-Based Multi-task Learning

  • Ruiz C
  • Alaíz C
  • Dorronsoro J

Lecture Notes In Computer Science (p. 404-415) - 1/1/2019

10.1007/978-3-030-29859-3_35 Ver en origen

  • ISSN 03029743

Accelerated Block Coordinate Descent for Sparse Group Lasso

  • Catalina A
  • Alaíz C
  • Dorronsoro J

Proceedings Of The International Joint Conference On Neural Networks - 10/10/2018

10.1109/ijcnn.2018.8489078 Ver en origen

Fused Lasso dimensionality reduction of highly correlated NWP features

  • Catalina A
  • Alaíz C
  • Dorronsoro J

Lecture Notes In Computer Science (p. 13-26) - 1/1/2018

10.1007/978-3-030-04303-2_2 Ver en origen

  • ISSN 03029743

Revisiting FISTA for Lasso: Acceleration strategies over the regularization path

  • Catalina A
  • Alaíz C
  • Dorronsoro J

Esann 2018 - Proceedings, European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning (p. 285-290) - 1/1/2018

  • iMarina

The Generalized Group Lasso

  • Alaíz C
  • Dorronsoro J

Proceedings Of The International Joint Conference On Neural Networks - 28/9/2015

10.1109/ijcnn.2015.7280612

  • ISBN 978-147991960-4
  • iMarina

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Aprendizaje Automático: Interpretabildad, algoritmos avanzados y aplicaciones

  • Gonzalez Marcos, Ana Maria

Ejecución: 01-06-2020 - 31-05-2023

Tipo: Nacional

Importe financiado: 96800,00 Euros.

  • iMarina

Detección Automática de Hipoxia Fetal Intraparto (DAHFI)

  • Dorronsoro Ibero, Jose Ramon

Ejecución: 01-01-2020 - 31-03-2022

Tipo: Regional

Importe financiado: 27260,00 Euros.

  • iMarina

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 15/09/22 21:55