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Ana Martínez Blanco


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Ana Martínez Blanco recibió su título de Licenciada en Matemáticas por la Universidad Complutense de Madrid y su Doctorado en Informática por la Universidad Politécnica de Madrid en 1998. Es profesora del departamento de Matemáticas y Estadística de la Universidad Politécnica de Madrid. Ha estado trabajando con el Grupo de Computación Natural, enfocando sus investigaciones en las áreas de Redes Neuronales Artificiales, desarrollando nuevos modelos y aplicaciones; Caos y Sistemas Dinámicos, y Sistemas Expertos

  • Titulación

    • Doctor en Informática por la Universidad Politécnica de Madrid

  • Áreas de Investigación

    • Redes de Neuronas Artificiales, Sistemas Dinámicos, Caos y Sistemas Expertos

  • Proyectos

  • Estudio de los medios y las técnicas de cultivo en vivero para la producción en contenedor de plantas de género quercus de alta calidad morfológica y fisiológica. Aplicación a la forestación de terrenos.
  • Concurrent Heuristic in data analisis and prediction
  • Data Mining Algorithm Incubator
  • Información en la red relativa a los títulos de doctor

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  • Publicaciones

    • “A NOVEL SELF ORGANIZING MAP MEASURE APPLIED TO THE BREAST CANCER DIAGNOSTIC”. Mingo, L.F., Castellanos, J., Martínez, A., Vilarrasa, A; III Taller Iberoamericano de Reconocimiento de Patrones. TIARP´98. ISBN: 970-18-1081-3. pp. 411-420. 1998.



    “ALGORITHM FOR SYMBOLIC KNOWLEDGE EXTRACTION FROM NEURAL NETWORKS” Castellanos, J., Manrique, D., Martínez, A., Rios, J.; 4th World Congress on Expert System. ISBN: 1-882345-22-3. pp. 598-603, 1998.



    “CONTROLLING CHAOTIC NONLINEAR DYNAMICAL SYSTEMS”. Hernández C., Martínez A., Castellanos J., Mingo L.F..: The 6th IEEE International Conference on Electronics, Circuits and Systems. ICECS

    IEEE Catalogue Number 99EX357. ISBN: 0-7802-5682-9. Piscataway N.J. USA. pp. 1231-1234. 1999.



    “CONTROLLING LORENZ CHAOS WITH NEURAL NETWORKS”. Hernandez, C., Martinez, A., Mingo, L.F., Castellanos, J.; Advances in Scientific Computing, Computational Intelligence and Applications. WSEAS Press. ISBN: 96-8052-36-X. pp. 302-309. 2001.



    “SIMULTANEOUS CONTROL OF CHAOTIC SYSTEMS” . Hernández, C., Martinez, A., Castellanos, J., Luengo, C.; Recent Advances in Circuits, Systems and Signal Processing, WSEAS Press. ISBN: 960-8052-64-5. Pp. 200-204. 2002.



    “ESTIMATING THE VOLUME FOR AREA FOREST INVENTORY WITH GROWING RADIAL BASIS NEURAL NETWORKS”. Angel Castellanos, Ana Martinez, Valentin Palencia. Proceedings of the fourth International Conference Information Research, Applications, and Education. Varna, Bulgaria ISBN: -10:954-16-0036-0;ISBN-13:978-954-16-0036-8 .Pp. 74-80 . 2006


    “STUDY WITH NEURAL NETWORKS OF RELATIONSHIPS BETWEEN DIFFERENT BERRY COMPONENTS IN GRAPES ”. Angel. Castellanos, Marita Esteban, Ana Martinez, Valentin Palencia. Proceedings of the fifth International Conference Information Research, Applications, and Education. Varna, Bulgaria ISSN 1313-1109 FSBN VOL II: -978-95416--2001-5 .Pp. 246-52 . 2007


    “METHOD OF ACTIVATION FOR A SET OF RULES USING NEURAL NETWORK”

    Ana Martinez, Angel Castellanos.

    Intelligent Decision Making Systems. WORLD SCIENTIFIC SERIES ON COMPUTER ENGINEERING AND INFORMATION SCIENCE. Vol 2. Series Editor Da Ruan, pp. 46-52. 2009.

    ISSN 1793-7868

    DOI Nº 10.1142/9789814295062_0007

    “A NEW APPROACH FOR EXTRACTING RULES FROM A TRAINED NEURAL NETWORK” .Castellanos, A.L., Castellanos, J., Manrique, D., Martinez A.; Lecture Notes in Computer Science Vol. 1323 (Lecture Notes in Artificial Intelligence. Springer-Verlag. Berlin, ISBN: 3-540-63586-6. ISSN: 0302-9743. pp. 297-302, 1997.



    “STUDY OF WEIGHT IMPORTANCE IN NEURAL NETWORKS WORKING WITH COLINEAL VARIABLES IN REGRESSION PROBLEMS”. Martínez, A., Castellanos, J., Hernández, C. and Mingo, L.F.; Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence 1611). Springer Verlag. Berlin. ISBN: 3-540-66076-3. ISSN: 0302-9743. pp.101-110. 1999.



    “PARAMETRIC BIVARIATE SURFACES WITH NEURAL NETWORKS”. Mingo, L.F., Martinez, A., Gimenez, V., Castellanos J.; Machine Graphics and Vision. MGV vol. 9, no. 2. ISSN: 1230-0535. pp. 41-46. 2000.

    “PERIODIC ORBIT STABILIZATION WITH NEURAL NETWORKS”. Hernández C., Martínez A., Mingo L.F., Castellanos J.; Frontiers in Artificial Intelligence and Applications. Vol. 57. New Frontiers in Computational Intelligence and its Applications. IOS Press. ISSN: 0922-6389. pp. 109-118. 2000.



    “NEURAL NETWORK CONTROL OF CHAOTICS SYSTEMS”. Hernandez, C., ,Martinez, A., Castellanos, J., Computational Intelligence for Modelling, Control &Automation. Concurrent Systems Engineering Series. ISSN: 1383-7575. Vol. 54, pp. 1-8. 1999.



    “MIGRATION GOAL CONTROL OF CHAOTIC SYSTEMS WITH NEURAL NETWORKS”. Hernandez, C., Castellanos, J., Martinez, A., Mingo L.F.; Knowledge Based Intelligent Information Engineering Systems and Allied Technologies. Frontiers in Artificial Intelligence and Applications. IOS Press Ohmsha. ISSN: 0922-6389. ISBN: 1-58603-1929. Vol.: 69. Part II. pp.: 1165-1169. 2001.


    “NEURAL CONTROL OF SIMULTANEOUS CHAOTIC SYSTEMS”. Hernandez, C., Gonzalo, R., Castellanos, J., Martinez, A.; Frontiers in Artificial Intelligence and Applications. Vol. 82. IOSPRESS. ISSN: 0922-6389. pp. 527-531. 2002.



    “APLICATIONS OF RADIAL BASIS NEURAL NETWORKS FOR AREA FOREST ” Angel Castellanos, Ana Martinez, Valentïn Palencia.. International Journal “ nformation Theories and Applications” . Volume 14. Number3. ISSN: 1310-0513. ISSN 1313-0463. Pp. 218-222 . 2007.


    “APLICATIONS OF NEURAL NETWORKS TO FIND THE IMPACT OF WATER IN DIFFERENT BERRY COMPONENTS IN GRAPES.” Angel Castellanos, Marita Esteban, Ana Martinez, Valentin Palencia.. International Journal “ Information Theories and Applications” . Volume 14. Number3. ISSN: 1310-0513. ISSN 1313-0463 Pp.:. 218-222 . 2008.


    “SIMULTANEOUS CONTROL OF CHAOTIC SYSTEMS USING RBF NETWORKS” Castellanos Angel, Gonzalo Rafael, Martinez Ana.

    Intern. Book Series “INFORMATION SCIENCE & COMPUTING”, Number 2, Pp : 28-32. (2008)

    ISSN 1313-0455


    “TRAINED NEURAL NETWORK CHARACTERICING VARIABLES FOR PREDICTING ORGANIC RETENTION BY NANOFILTRATION MENBRANES”. Sotto A.; Martínez A.; Castellanos A. 2008.

    Intern. Book Series “INFORMATION SCIENCE & COMPUTING”, Number 7, pp.19-24. (2008)

    ISSN 1313-0455


    “CLASSIFICATION OF DATA TO EXTRACT KNOWLEDGE FROM NEURAL NETWORKS”

    Ana Martinez, Angel Castellanos, Rafael Gonzalo,

    Intern. Book Series “INFORMATION SCIENCE & COMPUTING”, Number 8, pp. 20-25. ISSN 1313-0455. (2009


    “MEMBRANE COMPUTING: NON DETERMINISTIC TECHNIQUE TO CALCULATE EXTINGUISHED MULTISETS OF OBJECTS”.

    Alberto Arteta, Angel Castellanos, Ana Martinez

    International Journal “Information Technologies and Knowledge”, Vol. 4, Number 1, pp. 30-40. (2010).


    “APPLICATION OF NEURAL NETWORKS FOR PREDICTIVE VARIABLES IN ENGINEERING”

    Ana Martinez, Arcadio Sotto, Angel Castellanos.



  • Tesis y Proyectos Dirigidos

    • TITULO: Control Inteligente de Sistemas Dinámicos Caóticos
    DOCTORANDO: Cristina Hernández de la Sota

    UNIVERSIDAD: Univ. Politécnica de Madrid

    Facultad de de Informática

    AÑO: 2004

    CALIFICACION: Apto “Cum Laude”por unanimidad

    © 2010 Grupo de Computación Natural.