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Author profile at the institutional portal

Santa Cruz Fernandez, Carlos carlos.santacruz@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

Hierarchical linear support vector machine

  • Rodriguez-Lujan I
  • Santa Cruz C
  • Huerta R

Pattern Recognition (p. 4414-4427) - 1/12/2012

10.1016/j.patcog.2012.06.002 View at source

  • ISSN 00313203

On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection

  • Rodriguez-Lujan I
  • Santa Cruz C
  • Huerta R

Pattern Recognition Letters (p. 1567-1571) - 1/8/2011

10.1016/j.patrec.2011.04.007 View at source

  • ISSN 01678655

Improving Sale Performance Prediction using Support Vector Machines

  • Santa Cruz Fernandez, Carlos
  • Aguado Garcia, David
  • Delgado-Gomez, David
  • Lopez-Castroman, Jorge
  • Santacruz, Carlos
  • Artes-Rodriguez, Antonio

EXPERT SYSTEMS WITH APPLICATIONS (p. 5129-5132) - 1/5/2011

https://doi.org/10.1016/j.eswa.2010.10.003 View at source

  • EISSN 1873-6793
  • ISSN 09574174

Individual Identification using Personality Traits

  • Delgado-Gómez D
  • Sukno F
  • Aguado D
  • Santacruz C
  • Artés-Rodriguez A

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (p. 293-299) - 1/5/2010

https://doi.org/10.1016/j.jnca.2009.12.009 View at source

  • EISSN 1095-8592
  • ISSN 10848045

Quadratic Programming Feature Selection

  • Rodriguez-Lujan I
  • Huerta R
  • Elkan C
  • Cruz C

Journal Of Machine Learning Research (p. 1491-1516) - 1/4/2010

  • ISSN 15324435
  • iMarina

Autoassociative neural networks and noise filtering

  • Dorronsoro J
  • López V
  • Santa Cruz C
  • Sigüenza J

Ieee Transactions On Signal Processing (p. 1431-1438) - 1/5/2003

10.1109/tsp.2003.810276 View at source

  • ISSN 1053587X

Web-based simulation activities of the technical school of computer science in the Universidad Autonoma of Madrid

  • Alfonseca, M
  • Carro, R
  • de Lara, J
  • Ortega, A
  • Pulido, E
  • Rodriguez, P
  • Cruz, CS;
... View more Collapse

Simulation-Transactions Of The Society For Modeling And Simulation International (p. 92-92) - 1/1/2001

10.1177/003754970107600208 View at source

  • ISSN 00375497

Item selection algorithms in computerized adaptive testing

  • Garcia, DA
  • Cruz, CS
  • Dorronsoro, JR
  • Franco, VJR;

Psicothema (p. 12-14) - 1/12/2000

  • ISSN 02149915
  • iMarina

A nonlinear discriminant algorithm for feature extraction and data classification

  • Santa Cruz C, Dorronsoro JR

Ieee Transactions On Neural Networks (p. 1370-1376) - 1/12/1998

10.1109/72.728388 View at source

  • ISSN 10459227

Comments on An accelerated learning algorithm for multilayer perceptrons: Optimization layer by layer

  • van Milligen BP, Tribaldos V, Jiménez JA, Santa Cruz C

Ieee Transactions On Neural Networks (p. 339-341) - 1/12/1998

10.1109/72.661128 View at source

  • ISSN 10459227

This researcher has no books.

Extreme Sample Classification and Credit Card Fraud Detection

  • Dorronsoro Ibero, Jose Ramon
  • Gonzalez Marcos, Ana Maria
  • Santa Cruz Fernandez, Carlos

E-Commerce and Intelligent Methods (p. 136-155) - 1/1/2002

10.1007/978-3-7908-1779-9_9 View at source

Large Scale Neural Form Recognition

  • Dorronsoro Ibero, Jose Ramon
  • Fractmam Lazaro, Gabriel
  • Santa Cruz Fernandez, Carlos

Industrial Applications Of Neural Networks (p. 355-362) - 1/1/1998

  • iMarina

Noise discrimination and autoassociative neural networks

  • Santa Cruz, C
  • Dorronsoro, JR
  • Siguenza, JA
  • Lopez, V;

Lecture Notes In Computer Science (p. 1213-1220) - 1/1/1997

10.1007/bfb0032581 View at source

  • ISBN 9783540630470
  • ISSN 03029743

Neural networks in large scale bank effect recognition

  • Sierra Urrecho, Alejandro
  • Santa Cruz Fernandez, Carlos
  • Lopez, Vicente
  • Fractman, G.
  • Dorronsoro Ibero, Jose Ramon
  • Aguirre Maeso, Carlos
  • Soto, J. M.
  • Medina, A.
  • LOPEZ, R.
  • Keon, S.A.
... View more Collapse

Neural Networks: Artificial Intelligence And Industrial Applications (p. 393-396) - 14/9/1995

10.1007/978-1-4471-3087-1_71 View at source

Architecture selection in NLDA networks

  • Dorronsoro, JR
  • Gonzalez, AM
  • Santa Cruz, C;

Lecture Notes In Computer Science (p. 27-32) - 1/1/2001

10.1007/3-540-44668-0_5 View at source

  • ISBN 9783540424864
  • ISSN 03029743

Natural Gradient Learning in NLDA Networks

  • Dorronsoro J
  • Gonzalez A
  • Cruz C

Lecture Notes In Computer Science (p. 427-434) - 1/1/2001

10.1007/3-540-45720-8_50 View at source

  • ISBN 9783540457206
  • ISSN 03029743

Autoassociative neural networks and time series filtering

  • Dorronsoro, JR
  • López, V
  • Cruz, CS
  • Sigüenza, JA;

Transactions Of The American Mathematical Society (p. 239-246) - 1/1/2001

  • ISBN 9810247531
  • ISSN 00029947
  • iMarina

Job performance and staff rotation prediction for salespersons selection: A neural network based computerized test

  • Aguado, D
  • Dorronsoro, JR
  • Lucia, B
  • Santa Cruz, C;

International Journal Of Psychology (p. 381-381) - 1/1/2000

  • ISSN 00207594
  • iMarina

Automatic neural generalized font identification

  • Gonzalez Marcos, Ana Maria
  • Dorronsoro Ibero, Jose Ramon
  • Santa Cruz Fernandez, Carlos

Proceedings of the 8th International Conference on Artificial Neural Networks, ICANN 98 (p. 755-760) - 4/9/1998

10.1007/978-1-4471-1599-1_116 View at source

  • ISBN 9781447115991

Discrimination of overlapping data and credit card fraud detection

  • Dorronsoro Ibero, Jose Ramon
  • Santa Cruz Fernandez, Carlos

1/10/1998

  • iMarina

Assembling Global and Local Learning Algorithms

  • Sierra Urrecho, Alejandro
  • Santa Cruz Fernandez, Carlos

Proceedings of HELNET97 - 1/1/1997

  • iMarina

A nonlinear discriminant algorithm for data projection and feature extraction

  • Cruz C
  • Dorronsoro J

Lecture Notes In Computer Science (p. 563-568) - 1/1/1996

10.1007/3-540-61510-5_96

  • ISBN 9783540615101
  • ISSN 03029743
  • iMarina

Fast automatic architecture selection in RBF networks

  • Gonzalez, AM
  • Cruz, CS
  • Lopez, V
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 291-297) - 1/1/1995

10.1007/3-540-59497-3_188 View at source

  • ISBN 9783540594970
  • ISSN 03029743

Neural Forecasting in real time industrial Control

  • Sigüenza Pizarro, Juan Alberto
  • Santa Cruz Fernandez, Carlos
  • Huerta Rico, Ramon
  • Lopez Martinez, Vicente
  • Dorronsoro Ibero, Jose Ramon

Proceedings of the International Conference on Artificial Neural Networks (p. 1193-1198) - 2/7/1994

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Redes neuronales artificiales, paradigmas de modelización y metodología de prediccion

  • Santa Cruz Fernandez, Carlos (Investigador principal (IP))

Period: 01-01-1992 - 01-01-1994

  • iMarina

Estructura de materiales poliméricos con propiedades electricas, ferroelectricas y mesomorficas

  • Santa Cruz Fernandez, Carlos (Investigador principal (IP))

Period: 01-01-1990 - 01-01-1992

  • iMarina

Estructura y propiedades de materiales poliméricos avanzados

  • Santa Cruz Fernandez, Carlos (Investigador principal (IP))

Period: 01-01-1989 - 01-01-1991

  • iMarina

Lynx: sistema de detección de fraude en tarjetas de crédito basado en redes neuronales

  • Pascual Broncano, Pedro Jose (Investigador principal (IP))
  • Santa Cruz Fernandez, Carlos (Investigador principal (IP))

Period: 01-01-1950 - 01-01-2000

  • iMarina

A Practical View of Large-Scale Classification: Feature Selection and Real-Time Classification

  • Santa Cruz Fernandez, Carlos (Director) Doctorando: Rodríguez-Lujan, Irene

1/1/2012

  • iMarina

This researcher has no patents or software licenses.

Last data update: 3/18/24 9:37 PM