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Author profile at the institutional portal

Martinez Muńoz, Gonzalo gonzalo.martinez@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

Switching class labels to generate classification ensembles

  • Martínez-Muñoz, G
  • Suárez, A;

Pattern Recognition (p. 1483-1494) - 1/10/2005

10.1016/j.patcog.2005.02.020 View at source

  • ISSN 00313203

Evaluation of decision tree pruning with subadditive penalties

  • García-Moratilla S
  • Martínez-Muñoz G
  • Suárez A

Lecture Notes In Computer Science (p. 995-1002) - 1/1/2006

10.1007/11875581_119 View at source

  • ISSN 03029743

Using boosting to prune bagging ensembles

  • Martinez-Munoz, Gonzalo
  • Suarez, Alberto;

Pattern Recognition Letters (p. 156-165) - 1/1/2007

10.1016/j.patrec.2006.06.018 View at source

  • ISSN 01678655

Class-switching neural network ensembles

  • Martinez-Munoz, Gonzalo
  • Sanchez-Martinez, Aitor
  • Hernandez-Lobato, Daniel
  • Suarez, Alberto;

Neurocomputing (p. 2521-2528) - 1/1/2008

10.1016/j.neucom.2007.11.041 View at source

  • ISSN 09252312

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 View at source

  • 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 View at source

  • ISSN 01628828

Out-of-bag estimation of the optimal sample size in bagging

  • Martinez-Munoz, Gonzalo
  • Suarez, Alberto;

Pattern Recognition (p. 143-152) - 1/1/2010

10.1016/j.patcog.2009.05.010 View at source

  • ISSN 00313203

Automated processing and identification of benthic invertebrate samples

  • Lytle, David A.
  • Martinez-Munoz, Gonzalo
  • Zhang, Wei
  • Larios, Natalia
  • Shapiro, Linda
  • Paasch, Robert
  • Moldenke, Andrew
  • Mortensen, Eric N.
  • Todorovic, Sinisa
  • Dietterich, Thomas G.;
... View more Collapse

Journal Of The North American Benthological Society (p. 867-874) - 1/9/2010

10.1899/09-080.1 View at source

  • ISSN 08873593

Empirical Analysis and Evaluation of Approximate Techniques for Pruning Regression Bagging Ensembles

  • Hernandez-Lobato, Daniel
  • Martinez-Munoz, Gonzalo
  • Suarez, Alberto;

Neurocomputing (p. 2250-2264) - 1/6/2011

10.1016/j.neucom.2011.03.001 View at source

  • ISSN 09252312

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

This researcher has no books.

This researcher has no book chapters.

A Double Pruning Algorithm for Classification Ensembles

  • Soto, Victor
  • Martinez-Munoz, Gonzalo
  • Hernandez-Lobato, Daniel
  • Suarez, Alberto;

Lecture Notes In Computer Science (p. 104-113) - 1/1/2010

10.1007/978-3-642-12127-2_11 View at source

  • ISSN 03029743

Haar random forest features and SVM spatial matching kernel for stonefly species identification

  • Larios N
  • Soran B
  • Shapiro L
  • Martínez-Muñoz G
  • Lin J
  • Dietterich T

Proceedings - International Conference On Pattern Recognition (p. 2624-2627) - 18/11/2010

10.1109/icpr.2010.643 View at source

  • ISSN 10514651

Controlled skeletal progenitor cell migration on nanostructured porous silicon/silicon micropatterns

  • Torres-Costa, V.
  • Sanchez-Vaquero, V.
  • Munoz-Noval, A.
  • Gonzalez-Mendez, L.
  • Punzon-Quijorna, E.
  • Gallach-Perez, D.
  • Manso-Silvan, M.
  • Martinez-Munoz, G.
  • Climent-Font, A.
  • Garcia-Ruiz, J. P.
  • Martin-Palma, R. J.;
... View more Collapse

Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2011

10.1117/12.892705 View at source

  • ISSN 0277786X

A COMPARISON OF TECHNIQUES FOR ROBUST GENDER RECOGNITION

  • Rojas-Bello, R. N.
  • Lago-Fernandez, L. F.
  • Martinez-Munoz, G.
  • Sanchez-Montanes, M. A.;

Proceedings - International Conference On Image Processing, Icip (p. 561-564) - 1/12/2011

10.1109/icip.2011.6116610 View at source

  • ISBN 9781457713026
  • ISSN 15224880

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

Cluster validation in problems with increasing dimensionality and unbalanced clusters

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

6/2/2012

  • iMarina

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

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

Cluster validation in problems with increasing dimensionality and unbalanced clusters

  • Lago-Fernandez, Luis F.
  • Aragon, Jesus
  • Martinez-Munoz, Gonzalo
  • Gonzalez, Ana M.
  • Sanchez-Montanes, Manuel;

Neurocomputing (p. 33-39) - 10/1/2014

10.1016/j.neucom.2012.09.044 View at source

  • ISSN 09252312

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 View at source

  • ISBN 978-147991908-6
  • ISSN 21659567

This researcher has no working papers.

This researcher has no technical reports.

Guía web del nuevo docente

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

Period: From 01-01-1950

  • iMarina

Creación de una guía de acogida para la EPS

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

Period: From 01-01-1950

  • iMarina

Application of space techniques to the integrated management of a river basin water resources

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

Period: 01-02-1997 - 01-01-1999

  • iMarina

Inclusión en el catálogo de aguas privadas de solicitudes posteriores a enero de 1993 en la zona de la cuenca del Guadiana, y actualización de datos (ARYCA)

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

Period: From 01-01-1998

  • iMarina

Software for water resources management

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

Period: 01-12-1998 - 01-04-1999

  • iMarina

Land and water management in mediterranean islands using earth observation data

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

Period: 01-09-1998 - 01-08-2000

  • iMarina

Aprendizaje dirigido por datos: discriminación y decisión

  • Montoro Manrique, German (Becario/a)
  • Alaman Roldan, Xavier (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Santa Cruz Fernandez, Carlos (Investigador/a)
  • Dorronsoro Ibero, Jose Ramon (Investigador principal (IP))
  • Rodriguez Ortiz, Francisco Borja (Investigador/a)
  • Suarez Gonzalez, Alberto (Investigador/a)
  • Sierra Urrecho, Alejandro (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Perez Perez, Eduardo (Investigador/a)
  • Lopez Martinez, Vicente (Investigador/a)
... View more Collapse

Period: 01-09-1998 - 01-09-2001

Type of funding: National

Amount of funding: 63500,00 Euros.

  • 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))

Period: 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))

Period: From 01-01-1999

  • 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))

Period: 01-01-2000 - 01-01-2001

  • 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

Reading institution: Universidad Autónoma de Madrid

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

This researcher has no patents or software licenses.

Last data update: 3/18/24 9:52 PM