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Author profile at the institutional portal

Suarez Gonzalez, Alberto alberto.suarez@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

Vote-boosting ensembles

  • Sabzevari, Maryam
  • Martinez Muñoz, Gonzalo
  • Suarez Gonzalez, Alberto

PATTERN RECOGNITION (p. 119-133) - 1/11/2018

10.1016/j.patcog.2018.05.022 View at source

  • ISSN 00313203

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

Thermodynamic and stochastic theory of non-equilibrium systems: Fluctuation probabilities and excess work

  • PENG, B
  • HUNT, KLC
  • HUNT, PM
  • SUAREZ, A
  • ROSS, J;

Journal Of Chemical Physics (p. 4548-4562) - 1/1/1995

10.1063/1.469503 View at source

  • ISSN 00219606

Thermodynamic and stochastic theory of non-equilibrium systems: A Lagrangian approach to fluctuations and relation to excess work

  • SUAREZ, A
  • ROSS, J
  • PENG, B
  • HUNT, KLC
  • HUNT, PM;

Journal Of Chemical Physics (p. 4563-4573) - 1/1/1995

10.1063/1.469504 View at source

  • ISSN 00219606

Thermodynamic and stochastic theory of coupled transport processes: Rayleigh scattering in a fluid in a temperature gradient

  • SUAREZ, A
  • ROSS, J;

Journal Of Physical Chemistry (p. 14854-14863) - 1/1/1995

10.1021/j100040a040 View at source

  • ISSN 00223654

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

Study of a microscopic model for two-level system dynamics in glasses

  • SUAREZ, A
  • SILBEY, R;

Journal Of Physical Chemistry (p. 7329-7336) - 1/1/1994

10.1021/j100081a016 View at source

  • ISSN 00223654

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

Small margin ensembles can be robust to class-label noise

  • Sabzevari M
  • Martínez-Muñoz G
  • Suárez A

NEUROCOMPUTING (p. 18-33) - 21/7/2015

10.1016/j.neucom.2014.12.086 View at source

  • ISSN 09252312

Semiparametric bivariate Archimedean copulas

  • Miguel Hernandez-Lobato, Jose
  • Suarez, Alberto;

Computational Statistics & Data Analysis (p. 2038-2058) - 1/6/2011

10.1016/j.csda.2011.01.018 View at source

  • ISSN 01679473

This researcher has no books.

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 View at source

  • 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

Comités de árboles IGP

  • Suarez Gonzalez, Alberto
  • Martinez Muñoz, Gonzalo

13/9/2005

  • iMarina

Classification of Functional Data: A Comparative Study

  • Ramos-Carreno, Carlos
  • Torrecilla, Jose Luis
  • Suarez, Alberto;

2022 21st Ieee International Conference On Machine Learning And Applications, Icmla (p. 866-871) - 1/1/2022

10.1109/icmla55696.2022.00143 View at source

Calculating the density of states in disordered systems using free probability

  • Chen, Jiahao
  • Hontz, Eric
  • Welborn, Matthew
  • Moix, Jeremy
  • Van Voorhis, Troy
  • Suarez Gonzalez, Alberto
  • Movassagh, Ramis
  • Edelman, Alan
... View more Collapse

APS March Meeting Abstracts - 27/2/2012

  • iMarina

CRITICAL SAMPLE SIZE FOR THE L-p-NORM ESTIMATOR IN LINEAR REGRESSION MODELS

  • Llorente
  • Alejandro Suarez
  • Alberto

Proceedings - Winter Simulation Conference (p. 1047-+) - 1/12/2013

10.1109/wsc.2013.6721494 View at source

  • ISSN 08917736

Building ensembles of neural networks with class-switching

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

Lecture Notes In Computer Science (p. 178-187) - 1/1/2006

  • ISSN 03029743
  • iMarina

Bringing Economic Sense to Economic Capital

  • Suarez Gonzalez, Alberto
  • Carrillo Menendez, Santiago

4/6/2007

  • iMarina

Beyond the single loss approximation in operational risk

  • Suarez Gonzalez, Alberto

12/5/2011

  • 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 View at source

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

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

This researcher has no working papers.

This researcher has no technical reports.

Thermodynamic and stochastic theory of non-equilibrium systems

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

Period: 01-09-1993 - 01-09-1994

  • iMarina

Simulaciones semiclásicas de la dinámica cuántica de paquetes de ondas

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

Period: 01-10-1987 - 01-06-1988

  • iMarina

Predicción de producción de energía eólica en áreas amplias

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

Period: 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))

Period: 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))

Period: 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))

Period: 01-02-2003 - 01-12-2005

  • iMarina

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

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

Period: 01-11-1994 - 01-10-1995

  • iMarina

Non-equilibrium phenomena in complex systems: a microscopic approach

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

Period: 01-01-1995 - 01-12-1995

  • iMarina

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

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

Period: 01-07-1998 - 01-11-1998

  • iMarina

Matrisk: beyond classical risk measures

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

Period: 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

This researcher has no patents or software licenses.

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