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

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Bayesian learning of feature spaces for multitask regression

  • Sevilla Salcedo, Carlos
  • Gallardo Antolin, Ascension
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio

NEURAL NETWORKS (p. 1-16) - 11/2024

https://doi.org/10.1016/j.neunet.2024.106619 View at source

  • EISSN 1879-2782
  • ISSN 0893-6080
Open Access

Adaptive Sparse Gaussian Process

  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Martínez Ramón, Manel

IEEE Transactions on Neural Networks and Learning Systems (p. 1-14) - 7/2023

https://doi.org/10.1109/tnnls.2023.3294089 View at source

  • EISSN 2162-2388
  • ISSN 2162-237X
Open Access

Multidimensional analysis of immune cells from COVID-19 patients identified cell subsets associated with the severity at hospital admission

  • Gil Manso, Sergio
  • Herrero Quevedo, Diego
  • Carbonell, Diego
  • Martinez Bonet, Marta
  • Bernaldo De Quiros, Esther
  • Kennedy Batalla, Rebeca
  • Gallego Valle, Jorge
  • Lopez Esteban, Rocio
  • Blazquez Lopez, Elena
  • Miguens Blanco, Iria
  • Correa Rocha, Rafael
  • Gomez Verdejo, Vanessa
  • Pion, Marjorie
... View more Collapse

PLoS Pathogens (p. 1-23) - 6/2023

https://doi.org/10.1371/journal.ppat.1011432 View at source

  • EISSN 1553-7374
  • ISSN 1553-7366

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra

  • Guerrero Lopez, Alejandro Jorge
  • Sevilla Salcedo, Carlos
  • Candela, Ana
  • Hernandez Garcia, Marta
  • Cercenado, Emilia
  • Martinez Olmos, Pablo
  • Canton, Rafael
  • Muñoz, Patricia
  • Gomez Verdejo, Vanessa
  • Del Campo, Rosa
  • Rodriguez Sanchez, Belen
... View more Collapse

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - 1/2/2023

https://doi.org/10.1016/j.engappai.2022.105644 View at source

  • EISSN 1873-6769
  • ISSN 09521976
Open Access

Bayesian sparse factor analysis with kernelized observations

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

NEUROCOMPUTING (p. 66-78) - 1/6/2022

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

  • EISSN 1872-8286
  • ISSN 0925-2312
Open Access

A Novel Bayesian Linear Regression Model for the Analysis of Neuroimaging Data

  • Belenguer Llorens, Albert
  • Sevilla Salcedo, Carlos
  • Desco Menendez, Manuel
  • Soto Montenegro, Maria Luisa
  • Gomez Verdejo, Vanessa

Applied Sciences (Bucarest) (p. 2571-2588) - 3/2022

https://doi.org/10.3390/app12052571 View at source

  • ISSN 1454-5101
Open Access

Multi-task longitudinal forecasting with missing values on Alzheimer's Disease

  • Sevilla Salcedo, Carlos
  • Imani, Vandad
  • Martinez Olmos, Pablo
  • Gomez Verdejo, Vanessa
  • Tohka, Jussi

Computer Methods and Programs in Biomedicine (p. 1-11) - 11/2022

https://doi.org/10.1016/j.cmpb.2022.107056 View at source

  • EISSN 1872-7565
  • ISSN 0169-2607
Open Access

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

https://doi.org/10.1016/j.neucom.2022.08.064 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312
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

  • EISSN 1873-5142
  • ISSN 0031-3203
Open Access

Forecast-informed power load profiling: A novel approach

  • Garcia Hinde, Oscar Emilio
  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (p. 1-12) - 11/2020

https://doi.org/10.1016/j.engappai.2020.103948 View at source

  • EISSN 1873-6769
  • ISSN 0952-1976

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

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, Oscar Emilio
  • Gomez Verdejo, Vanessa
  • Martinez Ramon, Manuel
  • Casanova Mateo, C.
  • Sanz-justo, J.
  • Jimenez Fernandez, S.
  • Salcedo Sanz, S.
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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

  • Munoz-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 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

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

This researcher has no working papers.

This researcher has no technical reports.

PID2023-146684NB-I00 - COBA - Algoritmos de Aprendizaje reforzados por contexto

  • Gallardo Antolin, Ascension
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Arenas Garcia, Jeronimo

Period: 01-09-2024 - 31-08-2027

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

FLAMA-CM-UC3M - Foundational Learning in Atrial Fibrillation through Modeling with Artificial Intelligence (FLAMA-CM-UC3M)

  • Rios Muñoz, Gonzalo Ricardo
  • Sevilla Salcedo, Carlos
  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo
  • Muñoz Barrutia, Maria Arrate
  • Gallego Viñaras, Lorena

Period: 01-07-2024 - 31-12-2026

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

INEA/CEF/ICT/A2020/2373713 - NEXTPROCUREMENT: Open Harmonized and Enriched Public Procurement Platform

  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Gallardo Antolin, Ascension
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Vazquez Lopez, Manuel Alberto
  • Blanco Fortes, Saul
  • Sevilla Salcedo, Carlos
  • Calvo Bartolome, Lorena
  • Espinosa Melchor, Jose Antonio
  • Gonzalez Gamella, Carlos
... View more Collapse

Period: 01-01-2022 - 31-12-2024

Type of funding: European

Funding entity: EUROPEAN COMMISSION

TED2021-132366B-I00 - Procesamiento Masivo de Textos e Inteligencia Artificial para la Gestión de la Investigación y la Formación en la Universidad. Massive Text Processing and Artificial Intelligence for the Management of Research and Training at the University

  • Arenas Garcia, Jeronimo
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Velasco Garcia, Maria Cristina

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

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)

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

Licitación, expe. 2019/72/OT-AM FASE I, LOTE 2 - Desarrollo de soluciones innovadoras para la Universidad de Murcia en dos lotes. Lote 2. Métodos de análisis. Fase 1: Estudio de viabilidad de las soluciones propuestas

  • Arenas Garcia, Jeronimo
  • Sanz Casado, Elias
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Serrano Lopez, Antonio Eleazar

Period: 17-06-2020 - 31-07-2020

Type of funding: National

Funding entity: UNIVERSIDAD DE MURCIA

LICITACIÓN Expediente 2019.12.505 - Servicio para enlazar oferta y demanda en contratación pública y empleo

  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo
  • Blanco Fortes, Saul
  • Sevilla Salcedo, Carlos

Period: 02-07-2019 - 01-01-2020

Type of funding: Regional

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

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

LICITACIÓN Expediente 017/18 - Servicios de obtención y clasificación para la caracterización del sector de la Ciberseguridad, Lote 3: Servicios de desarrollo de un sistema de Crawling para la caracterización del sector de la Ciberseguridad

  • Gomez Verdejo, Vanessa
  • Cid Sueiro, Jesus
  • Vazquez Lopez, Manuel Alberto

Period: 14-06-2018 - 13-12-2018

Type of funding: National

Funding entity: INSTITUTO NACIONAL DE CIBERSEGURIDAD

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

Clinical Microbiology with Multi-view Deep Probabilistic Models

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

Reading date: 31-05-2023

This researcher has no patents or software licenses.

Last data update: 2/16/25 10:08 PM