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Perfil en el portal institucional

Suarez Gonzalez, Alberto alberto.suarez@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Actividades

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

A hybrid optimization approach to index tracking

  • Ruiz-Torrubiano R
  • Suárez A

Annals Of Operations Research (p. 57-71) - 1/2/2009

10.1007/s10479-008-0404-4 Ver en origen

  • ISSN 02545330

A memetic algorithm for cardinality-constrained portfolio optimization with transaction costs

  • Ruiz-Torrubiano, Ruben
  • Suarez, Alberto;

Applied Soft Computing (p. 125-142) - 1/7/2015

10.1016/j.asoc.2015.06.053 Ver en origen

  • ISSN 15684946

A two-stage ensemble method for the detection of class-label noise

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

NEUROCOMPUTING (p. 2374-2383) - 31/1/2018

10.1016/j.neucom.2017.11.012 Ver en origen

  • 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 Ver en origen

  • ISSN 01628828

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

Class switching ensembles for ordinal regression

  • Gutiérrez P
  • Pérez-Ortiz M
  • Suárez A

14th Conference On Artificial Intelligence In Medicine, Aime 2013 (p. 408-419) - 1/1/2017

10.1007/978-3-319-59153-7_36 Ver en origen

  • ISSN 16113349

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 Ver en origen

  • ISSN 09252312

Closed-form approximations for operational value-at-risk

  • Hernández L
  • Tejero J
  • Suárez A
  • Carrillo-Menéndez S

Journal Of Operational Risk (p. 39-54) - 1/12/2013

10.21314/jop.2013.132 Ver en origen

  • ISSN 17446740

Este/a investigador/a no tiene libros.

Cellular automata and probabilistic L systems: An example in ecology

  • Alfonseca Moreno, Manuel
  • Ortega de la Puente, Alfonso
  • Suarez Gonzalez, Alberto

Grammars And Automata For String Processing: From Mathematics And Computer Science To Biology, And Back (Topics In Computer Mathematics) (p. 111-120) - 1/1/2003

  • ISBN 041598857
  • iMarina

Optimization Problems with Cardinality Constraints

  • Ruiz Torrubiano, Ruben
  • Suarez Gonzalez, Alberto

Adaptation, Learning, And Optimization (p. 105-130) - 1/1/2010

10.1007/978-3-642-12775-5 Ver en origen

  • ISSN 18674534

Quantum mechanics by classical averages revisited

  • Suarez Gonzalez, Alberto

Synergetics, Order And Chaos. Proceedings Of The Conference On Synergetics, Order And Chaos 13-17 October 1987 Madrid, Spain (p. 69-93) - 1/1/1988

  • iMarina

Risk assessment and Extreme Value Theory in Finance

  • Suarez Gonzalez, Alberto

Seminarios De Matemática Financiera Meff-Uam (p. 315-330) - 1/1/2001

  • iMarina

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 Ver en origen

  • ISSN 03029743

A Hybrid Optimization Approach to Index Tracking

  • Suarez Gonzalez, Alberto

16/6/2006

  • iMarina

A discrete model of neural ensembles

  • Rodriguez Ortiz, Francisco Borja
  • Lopez Martinez, Vicente
  • Suarez Gonzalez, Alberto

Philosophical Transactions Of The Royal Society A-Mathematical Physical And Engineering Sciences (p. 559-573) - 15/3/2002

10.1098/rsta.2001.0946 Ver en origen

  • ISSN 1364503X

A hybrid Approach to Portfolio Selection

  • Suarez Gonzalez, Alberto

13/10/2005

  • iMarina

Advanced machine learning methods for copper ore grade estimation

  • Jafrasteh B
  • Fathianpour N
  • Suárez A

22nd European Meeting Of Environmental And Engineering Geophysics, Near Surface Geoscience 2016 - 1/1/2016

10.3997/2214-4609.201601988 Ver en origen

Aggregation ordering in bagging

  • Martinez-Munoz, G
  • Suarez, A;

Proceedings Of The Iasted International Conference. Applied Informatics (p. 258-263) - 1/1/2004

  • iMarina

An Adaptive Web-based Course in Financial Engineering with Dynamic Assessment

  • Suarez Gonzalez, Alberto
  • Pulido Cañabate, Estrella
  • Carro Salas, Rosa Maria

Proceedings of the World Conference on Educational Multimedia, Hypermedia & Telecommunications, ED-MEDIA 2000 - 26/6/2000

  • 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

Automatic Induction of Piecewise Linear Models with Decision Trees

  • Suarez Gonzalez, Alberto
  • Lutsko, James F

Proceedings of the International Conference on Artificial Intelligence (p. 1025-1031) - 26/6/2000

  • iMarina

Backpropagation in decision trees for regression

  • Medina-Chico, Victor
  • Suarez Gonzalez, Alberto
  • Lutsko, James F.

Lecture Notes in Computer Science (p. 348-359) - 1/1/2001

10.1007/3-540-44795-4_30 Ver en origen

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

Este/a investigador/a no tiene informes técnicos.

Thermodynamic and stochastic theory of non-equilibrium systems

  • Suarez Gonzalez, Alberto (Investigador principal (IP))

Ejecución: 01-09-1993 - 01-09-1994

  • iMarina

Balancing flexibility and robustness in machine learning semi-parametric methods and sparse linear models

  • Alberto Suárez González (Director) Doctorando: José Miguel Hernández-Lobato

1/1/2010

  • iMarina

Balancing flexibility and robustness in machine learning: semi-parametric methods and sparse linear models Doctorando: José Miguel Hernández Lobato

  • Suarez Gonzalez, Alberto (Director)

20/12/2010

  • iMarina

Cardinality constraints and dimensionality reduction in optimization problems

  • Suarez Gonzalez, Alberto (Director) Doctorando: Ruiz-Torrubiano, Ruben

19/6/2012

  • iMarina

Clasificación mediante conjuntos

  • Suarez Gonzalez, Alberto (Director) Doctorando: MARTINEZ MUÑOZ, GONZALO

15/2/2006

  • 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

Prediction based on averages over automatically induced learners: ensembles and Bayesian techniques Doctorando: Daniel Hernández Lobato

  • Suarez Gonzalez, Alberto (Director) Doctorando: HERNANDEZ LOBATO, DANIEL

22/1/2010

  • iMarina

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

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