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.

Nº de expediente 2018.12.504 - Servicio para la identificación de tendencias en el Sector I+D+i

  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo
  • Blanco Fortes, Saul
  • Roca Sotelo, Simón
... View more Collapse

Period: 19-04-2018 - 18-10-2018

Type of funding: National

Funding entity: MINISTERIO DE ENERGIA, TURISMO Y AGENDA DIGITAL

Proyecto experimental empleando técnicas de búsqueda de semántica latente para la vigilancia del Sector TIC y el fomento de la Sociedad de la Información

  • Cid Sueiro, Jesus
  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Parrado Hernandez, Emilio
  • Gomez Verdejo, Vanessa
  • Fernandez Bes, Jesus

Period: 09-09-2014 - 08-12-2014

Type of funding: Regional

Funding entity: MINISTERIO DE CIENCIA Y TECNOLOGIA SECRETARIA DE ESTADO DE TELECOM. Y SOC.INF

107/13-OT - Desarrollo de un proyecto piloto para analizar la viabilidad de utilizar Internet como fuente de datos

  • Cid Sueiro, Jesus
  • Muñoz Romero, Sergio
  • Lazaro Gredilla, Miguel
  • Navia Vazquez, Angel
  • Parrado Hernandez, Emilio
  • Martinez Ramon, Manuel
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa
  • Fernandez Bes, Jesus
... View more Collapse

Period: 20-05-2014 - 19-11-2014

Type of funding: National

Funding entity: RED.ES

101004870 - IntelComp: A Competitive Intelligence Cloud/HPC Platform for AI-based STI Policy Making

  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Gallardo Antolin, Ascension
  • Molina Bulla, Harold Yesid
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Khalil Shawer, Doaa Samy
  • Vazquez Lopez, Manuel Alberto
  • Martinez Olmos, Pablo
  • Vazquez Lopez, Antonio
  • Blanco Fortes, Saul
  • Calvo Bartolome, Lorena
  • Espinosa Melchor, Jose Antonio
... View more Collapse

Period: 01-01-2021 - 31-12-2023

Type of funding: European

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

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

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

S2013/ICE-2933 - PRICAM-CM.PROGRAMA REDES ELECTRICAS INTELIGENTES EN LA COMUNIDAD DE MADRID

  • Martinez Ramon, Manuel
  • Arnaltes Gomez, Santiago
  • Navia Vazquez, Angel
  • Parrado Hernandez, Emilio
  • Cid Sueiro, Jesus
  • Rodriguez Amenedo, Jose Luis
  • Alonso-martinez De Las Morenas, Jaime Manuel
  • Arenas Garcia, Jeronimo
  • Eloy-garcia Carrasco, Joaquin
  • Gomez Verdejo, Vanessa
  • Montilla D'jesus, Miguel Eduardo
  • Arroyo Valles, Maria Del Rocio
  • Santos Martin, David
  • Garcia Plaza, Manuel
  • Fernandez Bes, Jesus
  • Garcia Hinde, Oscar Emilio
... View more Collapse

Period: 01-10-2014 - 31-12-2018

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

FECYT/FT/2016/051 - Servicio de análisis de los proyectos de investigación mediante el modelado de tópicos, los métodos de agrupamiento y la visualización de grafos

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

Period: 19-12-2016 - 18-03-2017

Type of funding: Regional

Funding entity: FUNDACION ESPAÑOLA DE CIENCIA Y TECNOLOGIA F.S.P.

Nº de expediente 2018.12.505 - Servicio par perfilar Agentes de I+D+i

  • Gomez Verdejo, Vanessa
  • Navia Vazquez, Angel
  • Cid Sueiro, Jesus
  • Arenas Garcia, Jeronimo
  • Vazquez Lopez, Manuel Alberto
  • Garcia Hinde, Oscar Emilio
  • Blanco Fortes, Saul
... View more Collapse

Period: 19-04-2018 - 18-02-2019

Type of funding: Regional

Funding entity: MINISTERIO DE ENERGIA, TURISMO Y AGENDA 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