Suarez Gonzalez, Alberto alberto.suarez@uam.es
Publications
- Articles 52
- Books 0
- Book chapters 4
- Conferences 57
- Working papers 0
- Technical reports 0
- Research projects 31
- Supervised theses 6
- Patent or software license 0
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 View at source
- 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 View at source
- 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 View at source
- 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 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
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 View at source
- 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 View at source
- 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 View at source
- 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 View at source
- ISSN 09252312
This researcher has no books.
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 View at source
- 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
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
- iMarina
- iMarina
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 View at source
- ISSN 1364503X
- iMarina
- iMarina
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
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
This researcher has no working papers.
This researcher has no technical reports.
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
This researcher has no patents or software licenses.
Research groups
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Aprendizaje Automático
Role: Coordinador/a / Miembro
Researcher profiles
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