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Perfil en el portal institucional

Martinez Muńoz, Gonzalo gonzalo.martinez@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Actividades

A comparative analysis of gradient boosting algorithms

  • Bentéjac C
  • Csörgő A
  • Martínez-Muñoz G

Artificial Intelligence Review (p. 1937-1967) - 1/3/2021

10.1007/s10462-020-09896-5 Ver en origen

  • ISSN 02692821

Sequential Training of Neural Networks with Gradient Boosting

  • Emami, S
  • Martínez-Muñoz, G

Ieee Access (p. 42738-42750) - 1/1/2023

10.1109/access.2023.3271515 Ver en origen

  • ISSN 21693536

A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks

  • Emami, S
  • Martínez-Muñoz, G

Ieee Open Journal Of Signal Processing (p. 313-321) - 1/1/2023

10.1109/ojsp.2023.3279011 Ver en origen

  • ISSN 26441322

A double pruning scheme for boosting ensembles

  • Soto V
  • Garcia-Moratilla S
  • Martinez-Munoz G
  • Hernandez-Lobato D
  • Suarez A

Ieee Transactions On Cybernetics (p. 2682-2695) - 1/12/2014

10.1109/tcyb.2014.2313638 Ver en origen

  • ISSN 21682267

An analysis of ensemble pruning techniques based on ordered aggregation

  • Suarez Gonzalez, Alberto
  • Martinez Muñoz, Gonzalo
  • Hernandez Lobato, Daniel

Ieee Transactions On Pattern Analysis And Machine Intelligence (p. 245-259) - 28/5/2009

10.1109/tpami.2008.78 Ver en origen

  • ISSN 01628828

Statistical Instance-Based Pruning in Ensembles of Independent Classifiers

  • Hernández-Lobato D, Martínez-Muñoz G, Suárez A

Ieee Transactions On Pattern Analysis And Machine Intelligence (p. 364-369) - 28/5/2009

10.1109/tpami.2008.204 Ver en origen

  • ISSN 01628828

A Programming Experience of High School Students in a Virtual World Platform

  • Rico, Mariano
  • Martínez-Muñoz, Gonzalo
  • Alamán Roldán, Xavier
  • Camacho Fernández, David
  • Pulido, Estrella

International Journal Of Engineering Education (p. 52-60) - 20/6/2011

  • ISSN 0949149X
  • iMarina

Engineering of silicon surfaces at the micro- and nanoscales for cell adhesion and migration control

  • Garcia Ruiz, Predestinacion
  • Torres Costa, Vicente
  • Martin Palma, Raul Jose
  • Manso Silvan, Miguel
  • Gallach Perez, Dario
  • Climent Font, Aurelio
  • Martinez Muñoz, Gonzalo
  • Sanchez-Vaquero, Vanessa
  • Munoz-Noval, Alvaro
  • Gonzalez-Mendez, Laura
  • Punzon-Quijorna, Esther
  • Garcia-Ruiz, Josefa P
  • Martin-Palma, Raul J
... Ver más Contraer

International Journal Of Nanomedicine (p. 623-630) - 10/2/2012

10.2147/ijn.s27745 Ver en origen

  • ISSN 11769114

Building heterogeneous ensembles by pooling homogeneous ensembles

  • Sabzevari M
  • Martínez-Muñoz G
  • Suárez A

International Journal of Machine Learning and Cybernetics (p. 551-558) - 1/2/2022

10.1007/s13042-021-01442-1 Ver en origen

  • ISSN 18688071

Building heterogeneous ensembles by pooling homogeneous ensembles (Dec, 10.1007/s13042-021-01442-1, 2021)

  • Sabzevari, Maryam
  • Martinez-Munoz, Gonzalo
  • Suarez, Alberto;

International Journal of Machine Learning and Cybernetics (p. 559-559) - 1/2/2022

10.1007/s13042-021-01479-2 Ver en origen

  • ISSN 18688071

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

Improving the robustness of bagging with reduced sampling size

  • Sabzevari M
  • Martínez-Muñoz G
  • Suárez A

22nd European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning, Esann 2014 - Proceedings (p. 677-682) - 1/1/2014

  • iMarina

An urn model for majority voting in classification ensembles

  • Soto V
  • Suárez A
  • Martínez-Muñoz G

Advances In Neural Information Processing Systems (p. 4437-4445) - 1/1/2016

  • ISSN 10495258
  • iMarina

On the Independence of the Individual Predictions in Parallel Randomized Ensembles

  • Hernández-Lobato D., Martínez-Muñoz G., Suárez A.

Esann 2012 Proceedings, 20th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning (p. 233-238) - 1/1/2012

  • iMarina

Multioutput Regression Neural Network Training via Gradient Boosting

  • Seyedsaman Emami, Gonzalo Martínez-Muñoz

Esann 2022 Proceedings: 30th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning (p. 150) - 7/10/2022

10.14428/esann/2022.es2022-95 Ver en origen

Pruning in ordered Bagging Ensembles

  • Martinez Muñoz, Gonzalo
  • Suarez Gonzalez, Alberto

ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning (p. 609-616) - 1/1/2006

10.1145/1143844.1143921 Ver en origen

SVM Ensembles on a Budget

  • Nevado D
  • Martínez-Muñoz G
  • Suárez A

Icann 2022: 31st International Conference On Artificial Neural Networks, Bristol, Uk, September 6–9, 2022, Proceedings; (p. 297-308) - 1/1/2022

10.1007/978-3-031-15937-4_25 Ver en origen

Evaluation of negentropy-based cluster validation techniques in problems with increasing dimensionality

  • Sanchez-Montañes Isla, Manuel Antonio
  • Lago Fernandez, Luis Fernando
  • Gonzalez Marcos, Ana Maria
  • Martinez Muñoz, Gonzalo

Icpram 2012 - Proceedings Of The 1st International Conference On Pattern Recognition Applications And Methods (p. 235-241) - 18/6/2012

  • ISBN 978-989842598-0
  • iMarina

Identifying cheating users in online courses

  • Sangalli VA
  • Martinez-Munoz G
  • Canabate EP

Ieee Global Engineering Education Conference, Educon (p. 1168-1175) - 1/4/2020

10.1109/educon45650.2020.9125252 Ver en origen

  • ISSN 21659567

Using a SPOC to flip the classroom

  • Martínez-Muñoz G
  • Pulido E

Ieee Global Engineering Education Conference, Educon (p. 431-436) - 27/4/2015

10.1109/educon.2015.7096007 Ver en origen

  • ISBN 978-147991908-6
  • ISSN 21659567

Using all data to generate decision tree ensembles

  • Martínez-Muñoz, G
  • Suárez, A;

Ieee Transactions On Systems, Man And Cybernetics Part C: Applications And Reviews (p. 393-397) - 1/11/2004

10.1109/tsmcc.2004.833295 Ver en origen

  • ISSN 10946977

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

Este/a investigador/a no tiene informes técnicos.

Aprendizaje, evolución y estadística extrema.

  • Rafael Moral Escudero (Investigador/a)
  • Hernandez Lobato, Daniel (Investigador/a)
  • Hernandez Lobato, Jose Miguel (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Sierra Urrecho, Alejandro (Investigador/a)
  • Echeverria Rey, Alejandro (Investigador/a)
  • Suarez Gonzalez, Alberto (Investigador principal (IP))
... Ver más Contraer

Ejecución: 13-12-2004 - 12-12-2007

  • iMarina

Análisis y proceso de información dinámica (ASPID)

  • Dorronsoro Ibero, Jose Ramon (Investigador principal (IP))
  • Lopez Martinez, Vicente (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Suarez Gonzalez, Alberto (Investigador/a)

Ejecución: 01-09-2001 - 31-12-2004

  • iMarina

Three-dimensional restitution via internet of digital elevation networks in towns

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-02-2000 - 01-07-2002

  • iMarina

Aplicación para la gestión ambiental de los ríos en el marco geográfico de la Comunidad Autónoma de Madrid (cauce)

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-01-2000 - 01-01-2001

  • iMarina

Sistema de información geográfico para los municipios de Os Ancares

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-01-2000 - 01-01-2001

  • iMarina

Mejora del conocimiento de la cuenca alta del río Guadiana mediante ortofotografía digital

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: Desde 01-01-2000

  • iMarina

Georreferenciación y generación de mosaicos de las imágenes Landsat TM en la Cuenca Alta del Guadiana (1987-1998)

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-01-1999 - 01-01-2000

  • iMarina

Diseño e implementación de un sistema de información geográfico para la Red Natura 2000

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: Desde 01-01-1999

  • iMarina

Software for water resources management

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-12-1998 - 01-04-1999

  • iMarina

Land and water management in mediterranean islands using earth observation data

  • Martinez Muñoz, Gonzalo (Investigador principal (IP))

Ejecución: 01-09-1998 - 01-08-2000

  • iMarina

Ensemble learning in the presence of noise

  • Sabzevari, Maryam (Autor o Coautor)
  • Gonzalo Martínez-Muñoz (Director)
  • Alberto Suárez González (Director)
  • Suarez Gonzalez, Alberto (Autor o Coautor)
  • Lago Fernandez, Luis Fernando (Autor o Coautor) Doctorando: Maryam Sabzevari

1/1/2019

  • iMarina

Molecular identification based on Atomic Force Microscopy Images and Machine Learning

  • Garnica Alonso, Manuela (Otros)
  • Bravo Abad, Jorge (Otros)
  • Martinez Muñoz, Gonzalo (Otros)
  • Rubén Pérez Pérez (Director) Doctorando: Carracedo Cosme, Jaime

8/11/2021

  • iMarina

Advanced methods for Bayesian optimization in complex scenarios

  • Martinez Muñoz, Gonzalo (Otros)
  • Daniel Hernández Lobato (Director) Doctorando: Garrido Merchán, Eduardo Cesar

26/7/2021

  • iMarina

Analysis and convergence of SMO-like decomposition and geometrical algorithms for support vector machines

  • Lopez Lazaro, Jorge (Autor o Coautor)
  • Martinez Muñoz, Gonzalo (Autor o Coautor)
  • José Ramón Dorronsoro Ibero (Director) Doctorando: Jorge López Lázaro

1/1/2011

  • iMarina

Performance prediction and evaluation in recommender systems: An information retrieval perspective

  • Martinez Muñoz, Gonzalo (Autor o Coautor)
  • Pablo Castells Azpilicueta (Director)
  • Iván Cantador (Director) Doctorando: Alejandro Bellogín Kouki

1/1/2012

Defensa realizada en: Universidad Autónoma de Madrid

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

Última actualización de los datos: 18/03/24 21:52