José R. Dorronsoro - researchr alias

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2011

Clipping algorithms for solving the nearest point problem over reduced convex hullsJorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro. PR, 44(3):607-614, 2011. [doi]

Momentum Acceleration of Least-Squares Support Vector MachinesJorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro. icann 2011: 135-142 [doi]

Cycle-breaking acceleration for support vector regressionÁlvaro Barbero Jiménez, José R. Dorronsoro. ijon, 74(16):2649-2656, 2011. [doi]

2010

A Common Framework for the Convergence of the GSK, MDM and SMO AlgorithmsJorge López Lázaro, José R. Dorronsoro. icann 2010: 82-87 [doi]

Faster Directions for Second Order SMOÁlvaro Barbero Jiménez, José R. Dorronsoro. icann 2010: 30-39 [doi]

2009

Cycle-breaking acceleration of SVM trainingÁlvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro. ijon, 72(7-9):1398-1406, 2009. [doi]

A Simple Maximum Gain Algorithm for Support Vector RegressionÁlvaro Barbero Jiménez, José R. Dorronsoro. iwann 2009: 73-80 [doi]

2008

Simple Clipping Algorithms for Reduced Convex Hull SVM TrainingJorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro. HAIS 2008: 369-377 [doi]

On the Equivalence of the SMO and MDM Algorithms for SVM TrainingJorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro. pkdd 2008: 288-300 [doi]

An accelerated MDM algorithm for SVM trainingÁlvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro. esann 2008: 421-426 [doi]

A 4-Vector MDM Algorithm for Support Vector TrainingÁlvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro. icann 2008: 315-324 [doi]

Finding Optimal Model Parameters by Discrete Grid SearchÁlvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro. In Emilio Corchado, Juan M. Corchado, Ajith Abraham, editors, Innovations in Hybrid Intelligent Systems. Volume 44 of Advances in Soft Computing, pages 120-127, Springer, 2008. [doi]

2007

2006

Convex PerceptronsDaniel Garcia, Ana M. González, José R. Dorronsoro. ideal 2006: 578-585 [doi]

Natural Conjugate Gradient Training of Multilayer PerceptronsAna M. González, José R. Dorronsoro. icann 2006: 169-177 [doi]

A Note on Conjugate Natural Gradient Training of Multilayer PerceptronsAna M. González, José R. Dorronsoro. ijcnn 2006: 887-891 [doi]

2005

2004

Factorization of Natural 4×4 Patch DistributionsKostadin Koroutchev, José R. Dorronsoro. eccv 2004: 165-174 [doi]

Statistical Structure of Natural 4 × 4 Image PatchesKostadin Koroutchev, José R. Dorronsoro. gacm 2004: 452-460 [doi]

2003

Linear Unit Relevance in Multiclass NLDA NetworksJosé R. Dorronsoro, Ana M. González, Eduardo Serrano. iwann 2003: 174-181 [doi]

A New Information Measure for Natural ImagesKostadin Koroutchev, José R. Dorronsoro. iwann 2003: 520-527 [doi]

Hash-Like Fractal Image Compression with Linear Execution TimeKostadin Koroutchev, José R. Dorronsoro. ibpria 2003: 395-402 [doi]

2002

Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, ProceedingsJosé R. Dorronsoro, editor, Volume 2415 of Lecture Notes in Computer Science, Springer, 2002.

Natural Gradient and Multiclass NLDA NetworksJosé R. Dorronsoro, Ana M. González. icann 2002: 673-680 [doi]

2001

Natural Gradient Learning in NLDA NetworksJosé R. Dorronsoro, Ana M. González, Carlos Santa Cruz. iwann 2001: 427-434 [doi]

Architecture Selection in NLDA NetworksJosé R. Dorronsoro, Ana M. González, Carlos Santa Cruz. icann 2001: 27-32 [doi]

1999

Small Sample Discrimination and Professional Performance AssessmentDavid Aguado, José R. Dorronsoro, Beatriz Lucía, Carlos Santa Cruz. iwann 1999: 558-566

1998

A nonlinear discriminant algorithm for feature extraction and data classificationCarlos Santa Cruz, José R. Dorronsoro. tnn, 9(6):1370-1376, 1998. [doi]

1997

Noise Discrimination and Autoassociative Neural NetworksCarlos Santa Cruz, José R. Dorronsoro, Juan A. Sigüenza, Vicente López. iwann 1997: 1213-1220

Redes neuronales y clasificacion de datos: diagnóstico médico, reconocimiento de caracteres y detección de fraudeJosé R. Dorronsoro, Vicente López, Carlos Santa Cruz, Juan A. Sigüenza. aepia, 1:41-47, 1997.

1996

A Nonlinear Discriminant Algorithm for Data Projection and Feature ExtractionCarlos Santa Cruz, José R. Dorronsoro. icann 1996: 563-568

1995

Fast Automatic Architecture Selection on RBF NetworksAna M. González, Carlos Santa Cruz, Vicente López, José R. Dorronsoro. iwann 1995: 291-297