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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

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

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

Global and local neural network ensembles

  • Sierra, A
  • Santa Cruz, C;

Pattern Recognition Letters (p. 651-655) - 1/1/1998

10.1016/s0167-8655(98)00042-7 View at source

  • ISSN 01678655

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

Charge transport in polyethylene-graphite composite materials

  • EZQUERRA, TA
  • KULESCZA, M
  • CRUZ, CS
  • BALTACALLEJA, FJ;

Advanced Materials (p. 597-600) - 1/1/1990

10.1002/adma.19900021209 View at source

  • ISSN 09359648

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

Analysis and Forecasting of Time Series by means of averaged scalar products of flow vectors

  • Santa Cruz Fernandez, Carlos
  • Huerta Rico, Ramon
  • Dorronsoro Ibero, Jose Ramon
  • Lopez Martinez, Vicente

Complex Systems (p. 24-39) - 1/1/1994

  • ISSN 08912513
  • 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

This researcher has no books.

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

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

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

Non-linear Dynamical System Modelling and its Integration in Intelligent Control Systems

  • Santa Cruz Fernandez, Carlos
  • Rodriguez Ortiz, Francisco Borja
  • Dorronsoro Ibero, Jose Ramon
  • Lopez Martinez, Vicente

(p. 31-39) - 5/10/1993

  • iMarina

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

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

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

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

Discrimination of overlapping data and credit card fraud detection

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

1/10/1998

  • 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

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

Assembling Global and Local Learning Algorithms

  • Sierra Urrecho, Alejandro
  • Santa Cruz Fernandez, Carlos

Proceedings of HELNET97 - 1/1/1997

  • iMarina

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

This researcher has no working papers.

This researcher has no technical reports.

Redes neuronales, sistemas dinámicos y modelización industrial

  • Lopez Martinez, Vicente (Investigador/a)
  • Dorronsoro Ibero, Jose Ramon (Investigador principal (IP))
  • Santa Cruz Fernandez, Carlos (Investigador/a)
  • Rodriguez Ortiz, Francisco Borja (Investigador/a)
  • Sierra Urrecho, Alejandro (Investigador/a)
  • Varona Martinez, Pablo (Investigador/a)

Period: 01-09-1995 - 30-08-1998

  • iMarina

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

Minerva

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

Period: 01-01-1995 - 01-01-1999

  • 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

Hint

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

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

  • iMarina

Estructura y propiedades de materiales poliméricos avanzados

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

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

  • 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

DIXIT (Distributed Information Technology for Strategic Multiobjective Process Control)

  • Cobos Perez, Ruth (Investigador/a)
  • Santa Cruz Fernandez, Carlos (Investigador/a)
  • Alarcon Rodriguez, Miren Idoia (Investigador principal (IP))

Period: 01-04-1996 - 01-02-1999

  • iMarina

Contrato de investigación para la realización de aplicaciones de redes neuronales al reconocimiento automático de caracteres y a la clasificación en grandes bases de datos.

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

Period: 01-01-2014 - 31-12-2014

Type of funding: International

Amount of funding: 140348,92 Euros.

  • iMarina

Aprendizaje dirigido por datos: discriminación y decisión

  • Montoro Manrique, German (Becario/a)
  • Alaman Roldan, Xavier (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Santa Cruz Fernandez, Carlos (Investigador/a)
  • Dorronsoro Ibero, Jose Ramon (Investigador principal (IP))
  • Rodriguez Ortiz, Francisco Borja (Investigador/a)
  • Suarez Gonzalez, Alberto (Investigador/a)
  • Sierra Urrecho, Alejandro (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Perez Perez, Eduardo (Investigador/a)
  • Lopez Martinez, Vicente (Investigador/a)
... View more Collapse

Period: 01-09-1998 - 01-09-2001

Type of funding: National

Amount of funding: 63500,00 Euros.

  • 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