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Perfil en el portal institucional

Suarez Gonzalez, Alberto alberto.suarez@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Actividades

Computational Tools for the Analysis of Market Risk

  • Suárez A
  • Carrillo S

Computational Economics (p. 153-172) - 1/4/2003

10.1023/a:1022267720606 Ver en origen

  • ISSN 09277099

Comparison of machine learning methods for copper ore grade estimation

  • Jafrasteh B
  • Fathianpour N
  • Suárez A

Computational Geosciences (p. 1371-1388) - 1/10/2018

10.1007/s10596-018-9758-0 Ver en origen

  • ISSN 14200597

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

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

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

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

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

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

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

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

Este/a investigador/a no tiene libros.

Risk assessment and Extreme Value Theory in Finance

  • Suarez Gonzalez, Alberto

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

  • iMarina

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

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

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

scikit-fda: Computational Tools for Machine Learning with Functional Data

  • Ramos-Carreno C
  • Torrecilla JL
  • Hong Y
  • Suarez A

Proceedings - International Conference On Tools With Artificial Intelligence, Ictai (p. 213-218) - 1/1/2022

10.1109/ictai56018.2022.00038 Ver en origen

  • ISSN 10823409

e-Portfolio: Java Technology for Financial Applications on the Internet

  • Suarez Gonzalez, Alberto
  • Castells Azpilicueta, Pablo

WebNet 2001: World Conference on the WWW and Internet Proceedings - 23/10/2001

  • iMarina

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

Use of heuristic rules in evolutionary methods for the selection of optimal investment portfolios

  • Ruiz-Torrubiano R
  • Suárez A

2007 Ieee Congress On Evolutionary Computation, Cec 2007 (p. 212-219) - 1/12/2007

10.1109/cec.2007.4424474 Ver en origen

The TransRAR crossover operator for genetic algorithms with set encoding

  • Ruiz-Torrubiano, Ruben
  • Suarez, Alberto;

Genetic And Evolutionary Computation Conference, Gecco'11 (p. 489-496) - 24/8/2011

10.1145/2001576.2001644 Ver en origen

Statistical tests for the detection of the arrow of time in vector Autoregressive models

  • Morales-Mombiela P
  • Hernández-Lobato D
  • Suárez A

Ijcai International Joint Conference On Artificial Intelligence (p. 1544-1550) - 1/12/2013

  • ISSN 10450823
  • iMarina

Statistical Instance-Based Ensemble Pruning for Multi-class Problems

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

Lecture Notes In Computer Science (p. 90-99) - 6/11/2009

10.1007/978-3-642-04274-4_10 Ver en origen

  • ISSN 03029743

Selection of optimal investment portfolios with cardinality constraints

  • Moral-Escudero R
  • Ruiz-Torrubiano R
  • Suárez A

2006 Ieee Congress On Evolutionary Computation, Cec 2006 (p. 2382-2388) - 1/12/2006

10.1109/cec.2006.1688603 Ver en origen

Selection of decision stumps in bagging ensembles

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

Lecture Notes In Computer Science (p. 319-+) - 1/1/2007

  • ISSN 03029743
  • iMarina

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

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

Simulaciones semiclásicas de la dinámica cuántica de paquetes de ondas

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

Ejecución: 01-10-1987 - 01-06-1988

  • iMarina

Predicción de producción de energía eólica en áreas amplias

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

Ejecución: 01-02-2003 - 01-09-2003

  • iMarina

Plataforma para la supervisión del trabajo e interacción entre estudiantes en la asignatura inteligencia artificial

  • Suarez Gonzalez, Alberto (Investigador principal (IP))
  • Cobos Perez, Ruth (Investigador principal (IP))

Ejecución: 01-03-2009 - 31-12-2009

  • iMarina

Opvision (aplicación para el análisis de riesgo operacional versiones 4.0 a 6.0)

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

Ejecución: 01-01-2006 - 01-09-2011

  • iMarina

Opvision (aplicación para el análisis de riesgo operacional versiones 1.0 a 3.0)

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

Ejecución: 01-02-2003 - 01-12-2005

  • iMarina

Non-linear dynamics and statistical physics of non-equilibrium systems

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

Ejecución: 01-11-1994 - 01-10-1995

  • iMarina

Non-equilibrium phenomena in complex systems: a microscopic approach

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

Ejecución: 01-01-1995 - 01-12-1995

  • iMarina

Metodología VAR (Value At Risk) con tecnología EVT (Extreme Value Theory).

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

Ejecución: 01-07-1998 - 01-11-1998

  • iMarina

Matrisk: beyond classical risk measures

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

Ejecución: 01-05-1999 - 01-05-2000

  • 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

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

Clasificación mediante conjuntos

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

15/2/2006

  • iMarina

Cardinality constraints and dimensionality reduction in optimization problems

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

19/6/2012

  • 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

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

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

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