The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Gomez Verdejo, Vanessa vanessag@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

Open Access

Regularized bagged canonical component analysis for multiclass learning in brain imaging

  • Sevilla Salcedo, Carlos
  • Gomez Verdejo, Vanessa
  • Tohka, Jussi

NEUROINFORMATICS (p. 641-659) - 10/2020

https://doi.org/10.1007/s12021-020-09470-y View at source

  • EISSN 1559-0089
  • ISSN 1539-2791
Open Access

Regularized multivariate analysis framework for interpretable high-dimensional variable selection

  • Muñoz Romero, Sergio
  • Gomez Verdejo, Vanessa
  • Arenas Garcia, Jeronimo

IEEE Computational Intelligence Magazine (p. 24-35) - 1/11/2016

https://doi.org/10.1109/mci.2016.2601701 View at source

  • EISSN 1556-6048
  • ISSN 1556-603X
Open Access

Sign-consistency based variable importance for machine learning in brain imaging

  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Tohka, Jussi

NEUROINFORMATICS (p. 593-609) - 3/2019

10.1007/s12021-019-9415-3 View at source

  • EISSN 1559-0089
  • ISSN 1539-2791
Open Access

Sparse and kernel OPLS feature extraction based on eigenvalue problem solving

  • Muñoz Romero, Sergio
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

PATTERN RECOGNITION (p. 1797-1811) - 1/5/2015

https://doi.org/10.1016/j.patcog.2014.12.002 View at source

  • ISSN 0031-3203
Open Access

Sparse semi-supervised heterogeneous interbattery bayesian analysis

  • Sevilla Salcedo, Carlos
  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo

PATTERN RECOGNITION (p. 1-13) - 12/2021

https://doi.org/10.1016/j.patcog.2021.108141 View at source

  • ISSN 0031-3203

Support Vector Machines with Constraints for Sparsity in the Primal Parameters

  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel
  • Arenas Garcia, Jeronimo
  • Lazaro Gredilla, Miguel
  • Molina Bulla, Harold Yesid

IEEE TRANSACTIONS ON NEURAL NETWORKS (p. 1269-1283) - 8/2011

https://doi.org/10.1109/tnn.2011.2148727 View at source

  • EISSN 1941-0093
  • ISSN 1045-9227

This researcher has no books.

This researcher has no book chapters.

Open Access

Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation

  • Pérez-fernández, David
  • Arenas Garcia, Jeronimo
  • Khalil Shawer, Doaa Samy
  • Padilla Soler, Antonio
  • Gomez Verdejo, Vanessa

SEPLN2019: Congreso Internacional de la Sociedad Española para el Procesamiento del Lenguaje Natural (p. 193-196) - 2019

Editor: SEPLN S.E. PARA PROCESAMIENTO DEL LENGUAJE NATURAL

  • ISBN 1135-5948

Feature selection in solar radiation prediction using bootstrapped SVRs

  • Garcia-Hinde, O.
  • Gomez-Verdejo, V.
  • Martinez-Ramon, M.
  • Casanova-Mateo, C.
  • Sanz-Justo, J.
  • Jimenez-Fernandez, S.
  • Salcedo-Sanz, S.
... View more Collapse

2016 IEEE Congress on Evolutionary Computation (CEC) (p. 3638-3645) - 2016

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.1109/cec.2016.7744250 View at source

  • ISSN/ISBN 9781509006229

Iterative orthonormalized partial least squares with sparsity constraints

  • Muñoz Romero, Sergio
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013) (p. 3387-3391) - 1/1/2013

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/icassp.2013.6638286 View at source

  • ISBN 1520-6149
  • ISSN 15206149

UC3M High Level Feature Extraction at TRECVID 2008

  • Gonzalez Diaz, Ivan
  • Garcia Garcia, Dario
  • Solera Ureña, Ruben
  • Madrid Sanchez, Jaisiel
  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel
  • Diaz De Maria, Fernando
  • Arenas Garcia, Jeronimo
... View more Collapse

TRECVID Workshop 2008 - 2008

Voxel importance in classifier ensembles based on sign consistency patterns: application to sMRI

  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Tohka, Jussi

2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - 2016

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.1109/prni.2016.7552333 View at source

Voxel selection in MRI through bagging and conformal analysis: Application to detection of obsessive compulsive disorder

  • Parrado Hernandez, Emilio
  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel
  • Shawe Taylor, J
  • Alonso, P.
  • Pujol, J.
  • Menchon, J.m.
  • Cardoner, N.
  • Soriano Mas, C.
... View more Collapse

Journal Of Aquatic Ecosystem Stress And Recovery (p. 49-52) - 1/1/2012

10.1109/prni.2012.30 View at source

  • ISSN 15735141

This researcher has no working papers.

This researcher has no technical reports.

Analysis and categorisation of eu. domain names

  • ANGEL NAVIA VAZQUEZ (Investigador principal (IP))
  • SOTO CAMPOS, IGNACIO (Investigador/a)

Period: 07-10-2016 - 13-02-2017

Type of funding: European

Funding entity: EURID VZW

CCG10-UC3M/HUM-5511 - Análisis de Repositorios de Contenido Multimedia mediante Espacios Latentes para Representación y Búsqueda

  • Arenas Garcia, Jeronimo
  • Parrado Hernandez, Emilio
  • Gomez Verdejo, Vanessa
  • Muñoz Romero, Sergio
  • Lazaro Gredilla, Miguel

Period: 01-01-2011 - 31-12-2011

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

TEC2017-83838-R - Aprendizaje Automático para análisis Big Data de Fuentes Documentales Heterogéneas

  • Cid Sueiro, Jesus
  • Navia Vazquez, Angel
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa
  • Azpicueta Ruiz, Luis Antonio

Period: 01-01-2018 - 30-09-2021

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

TEC2008-02473 - Aprendizaje automático avanzado para procesado de señal y datos

  • Navia Vazquez, Angel
  • Figueiras Vidal, Anibal Ramon
  • Parrado Hernandez, Emilio
  • Valverde Albacete, Francisco Jose
  • Molina Bulla, Harold Yesid
  • Martinez Ramon, Manuel
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa
  • Guerrero Mosquera, Carlos Andres
  • Azpicueta Ruiz, Luis Antonio
  • Navarro Abellan, Javier Joaquin
  • Muñoz Romero, Sergio
  • Lazaro Gredilla, Miguel
  • Madrid Sanchez, Jaisiel
  • Muñoz Gonzalez, Luis
  • Diaz Morales, Roberto
  • Castellanos Lozano, Neila
... View more Collapse

Period: 01-01-2009 - 31-12-2011

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

TEC2014-52289-R - Aprendizaje automático de características y métricas interpretables para inteligencia computacional

  • Gomez Verdejo, Vanessa
  • Navia Vazquez, Angel
  • Parrado Hernandez, Emilio
  • Cid Sueiro, Jesus
  • Martinez Ramon, Manuel
  • Arenas Garcia, Jeronimo
  • Azpicueta Ruiz, Luis Antonio
  • Arroyo Valles, Maria Del Rocio
... View more Collapse

Period: 01-01-2015 - 30-06-2019

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

TEC2011-22480 - Aprendizaje distribuido en redes de sensores adaptativas enegéticamente eficientes

  • Arenas Garcia, Jeronimo
  • Gonzalez Serrano, Francisco Javier
  • Molina Bulla, Harold Yesid
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Azpicueta Ruiz, Luis Antonio
  • Muñoz Romero, Sergio
  • Arroyo Valles, Maria Del Rocio
  • Santos Rodriguez, Raul
  • Pino Povedano, Sara
  • Fernandez Bes, Jesus
... View more Collapse

Period: 01-01-2012 - 31-12-2014

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

CENIT ITECBAN - CAIMAN: Componentes Avanzados Inteligentes para Minería con Automatización de la inserción para la iniciativa CENIT ITECBAN.

  • Figueiras Vidal, Anibal Ramon
  • Navia Vazquez, Angel
  • Bousoño Calzon, Carlos
  • Parrado Hernandez, Emilio
  • Valverde Albacete, Francisco Jose
  • Molina Bulla, Harold Yesid
  • Martinez Ramon, Manuel
  • Gomez Verdejo, Vanessa
  • Guerrero Mosquera, Carlos Andres
  • Azpicueta Ruiz, Luis Antonio
  • Ortega Moral, Manuel
  • Navarro Abellan, Javier Joaquin
  • Lazaro Gredilla, Miguel
  • Pedraza Jimenez, Rafael
  • Madrid Sanchez, Jaisiel
... View more Collapse

Period: 01-05-2006 - 31-12-2009

Type of funding: Regional

Funding entity: INDRA SISTEMAS, S.A.

PID2020-115363RB-I00 - Ciencia de Datos Antropocéntrica para aplicaciones guiadas por el aprendizaje máquina

  • Parrado Hernandez, Emilio
  • Gomez Verdejo, Vanessa
  • Gallardo Antolin, Ascension

Period: 01-09-2021 - 31-08-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

Clasificación temática automatizada de los proyectos de I+D+i a partir de sus resúmenes, aplicando metodología de lenguaje natural

  • Cid Sueiro, Jesus
  • Navia Vazquez, Angel
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

Period: 03-04-2018 - 03-10-2018

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

Desarrollo de algoritmos para el análisis multivariante de datos de neuroimagen estructural para el Proyecto 11F1S038 (CP10/00604)

  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Martinez Ramon, Manuel

Period: 18-09-2012 - 17-12-2012

Type of funding: National

Funding entity: FUNDACIÓN IDIBELL

Latent representation for the characterisation of mental diseases

  • Gomez Verdejo, Vanessa
  • Sevilla Salcedo, Carlos

Reading date: 20-09-2021

Probabilistic Forecasting and Interpretability in Power Load Applications

  • Garcia Hinde, Oscar Emilio
  • Gomez Verdejo, Vanessa
  • Martínez Ramón, Manel

Reading date: 23-03-2022

This researcher has no patents or software licenses.

Last data update: 4/8/24 6:45 PM