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

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
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

A novel framework for parsimonious multivariate analysis

  • Muñoz Romero, Sergio
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio

PATTERN RECOGNITION (p. 173-186) - 1/11/2017

https://doi.org/10.1016/j.patcog.2017.06.004 View at source

  • ISSN 0031-3203
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

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

A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia

  • Castro, Eduardo
  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel
  • Kiehl, Kent A.
  • Calhoun, Vince D.

NEUROIMAGE (p. 1-17) - 2/2014

https://doi.org/10.1016/j.neuroimage.2013.10.065 View at source

  • EISSN 1095-9572
  • ISSN 1053-8119

Information-Theoretic Feature Selection for Functional Data Classification

  • Gomez Verdejo, Vanessa
  • Verleysen, Michael
  • Fleury, Jerome

NEUROCOMPUTING (p. 3580-3589) - 10/2009

https://doi.org/10.1016/j.neucom.2008.12.035 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312

A conditional one-output likelihood formulation for multitask Gaussian processes

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

NEUROCOMPUTING (p. 257-270) - 10/2022

  • EISSN 1872-8286
  • ISSN 0925-2312

Bayesian sparse factor analysis with kernelized observations

  • Sevilla Salcedo, Carlos
  • Guerrero Lopez, Alejandro Jorge
  • Martinez Olmos, Pablo
  • Gomez Verdejo, Vanessa

NEUROCOMPUTING (p. 66-78) - 6/2022

https://doi.org/10.1016/j.neucom.2022.03.024 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312

Committees of Adaboost Ensembles with Modified Emphasis Functions

  • Gomez Verdejo, Vanessa
  • Arenas Garcia, Jeronimo
  • Figueiras Vidal, Anibal Ramon

NEUROCOMPUTING (p. 1289-1292) - 3/2010

https://doi.org/10.1016/j.neucom.2009.12.011 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312

This researcher has no books.

This researcher has no book chapters.

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

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

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

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

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

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

This researcher has no working papers.

This researcher has no technical reports.

M033/15-OT - Servicio de Mantenimiento Evolutivo para el Proyecto Piloto sobre Viabilidad de Utilizar Internet como Fuente de Datos

  • JESUS CID SUEIRO (Investigador principal (IP))
  • SOTO CAMPOS, IGNACIO (Investigador/a)

Period: 10-06-2015 - 09-06-2016

Type of funding: Regional

Funding entity: RED.ES

Amount of funding: 15950,00 Euros.

M007/16-DM - Servicios tipificación bbdd dominios.es

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

Period: 01-03-2016 - 28-02-2017

Type of funding: National

Funding entity: RED.ES

Amount of funding: 10740,00 Euros.

LICITACIÓN EXP. 060/18-OT - Mantenimiento evolutivo de recopilación de información en Internet como fuente de datos sobre perfiles profesionales y sobre características de la transformación digital en las empresas

  • JERONIMO ARENAS GARCIA
  • JESUS CID SUEIRO (Investigador principal (IP))
  • SOTO CAMPOS, IGNACIO (Investigador/a)

Period: 20-03-2019 - 19-06-2020

Type of funding: Regional

Funding entity: RED.ES

M098/14-DM - Servicio de tipificación de la Base de Datos de Dominios ".es"

  • Navia Vazquez, Angel
  • Parrado Hernandez, Emilio
  • Soto Campos, Ignacio
  • Cid Sueiro, Jesus
  • Calderon Pastor, Maria Carmen
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa
  • Moreno Muñoz, Sergio
  • Fernandez Bes, Jesus
... View more Collapse

Period: 12-12-2017 - 02-11-2015

Type of funding: Regional

Funding entity: RED.ES

Amount of funding: 13850,00 Euros.

S-0505/TIC/0223 - Procesamiento multimedia distribuido

  • JAUREGUIZAR NUÑEZ, FERNANDO (Participante)
  • RONDA PRIETO, JOSE IGNACIO (Participante)
  • CABRERA QUESADA, JULIAN (Participante)
  • Morán Burgos, Francisco (Participante)
  • Salgado Alvarez de Sotomayor, Luis (Participante)
  • RENDON ANGULO, ENRIQUE (Participante)
  • MUÑOZ PEREZ, CARLOS MARIA (Participante)
  • García Santos, Narciso (Investigador principal (IP))
... View more Collapse

Period: 01-12-2005 - 01-01-2010

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

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