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Vanessa Gómez-Verdejo

Observed names: Gómez-Verdejo, Vanessa, V Gomez-Verdejo, V Gómez-Verdejo, V. Gomez-Verdejo, V. Gómez-Verdejo, Vanessa Gomez-Verdejo, Vanessa Gómez Verdejo, Vanessa Gómez Verdejo
ORCID: 0000-0001-7702-8747
Observed ORCID: 0000-0001-7702-8747
OpenAlex ID: A5046596143
New Algorithms for Improved Adaptive Convex Combination of LMS Transversal Filters
2005 · J. Arenas-Garcia, V. Gomez-Verdejo, et al. · IEEE Transactions on Instrumentation and Measurement · 109
A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia
2013 · Eduardo Castro, Vanessa Gómez-Verdejo, et al. · NeuroImage · 68
Information-theoretic feature selection for functional data classification
2009 · Vanessa Gómez-Verdejo, Michel Verleysen, et al. · Neurocomputing · 60
Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting
2018 · O. García-Hinde, G. Terrén-Serrano, et al. · Engineering Applications of Artificial Intelligence · 55
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Adaptive One-Class Support Vector Machine
2011 · V Gomez-Verdejo, J Arenas-Garcia, et al. · IEEE Transactions on Signal Processing · 46
Boosting by weighting critical and erroneous samples
2006 · Vanessa Gómez-Verdejo, Manuel Ortega-Moral, et al. · Neurocomputing · 43
Comparison of feature representations in MRI-based MCI-to-AD conversion prediction
2017 · Marta Gómez-Sancho, Jussi Tohka, et al. · Magnetic Resonance Imaging · 39
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A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles
2008 · V. Gomez-Verdejo, J. Arenas-Garcia, et al. · IEEE Transactions on Neural Networks · 39
Sign-Consistency Based Variable Importance for Machine Learning in Brain Imaging
2019 · Alzheimer’s Disease Neuroimaging Initiative, Vanessa Gómez-Verdejo, et al. · Neuroinformatics · 34
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Discovering brain regions relevant to obsessive–compulsive disorder identification through bagging and transduction
2014 · Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, et al. · Medical Image Analysis · 33
Separate-variable adaptive combination of LMS adaptive filters for plant identification
2004 · J. Arenas-Garcia, V. Gomez-Verdejo, et al. · Machine learning for signal processing ... · 30
Adaptive Sparse Gaussian Process
2023 · Vanessa Gómez-Verdejo, Emilio Parrado-Hernández, et al. · IEEE Transactions on Neural Networks and Learning Systems · 24
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Analysis of fMRI time series with mutual information
2011 · Vanessa Gómez-Verdejo, Manel Martínez-Ramón, et al. · Medical Image Analysis · 24
A new boosting design of Support Vector Machine classifiers
2014 · Efraín Mayhua-López, Vanessa Gómez-Verdejo, et al. · Information Fusion · 23
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Multiple plant identifier via adaptive LMS convex combination
2004 · J. Arenas-Garcia, M. Martinez-Ramon, et al. · IEEE International Symposium on Intelligent Signal Processing, · 21
Multidimensional analysis of immune cells from COVID-19 patients identified cell subsets associated with the severity at hospital admission
2023 · Sergio Gil-Manso, Diego Herrero-Quevedo, et al. · PLoS Pathogens · 17
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Feature selection in solar radiation prediction using bootstrapped SVRs
2016 · O. Garcia-Hinde, V. Gomez-Verdejo, et al. · IEEE Congress on Evolutionary Computation (CEC) · 16
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving
2014 · Sergio Muñoz-Romero, Jerónimo Arenas-García, et al. · Pattern Recognition · 13
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection
2016 · Sergio Munoz-Romero, Vanessa Gomez-Verdejo, et al. · IEEE Computational Intelligence Magazine · 11
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Sparse semi-supervised heterogeneous interbattery bayesian analysis
2021 · Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, et al. · Pattern Recognition · 10
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Real AdaBoost With Gate Controlled Fusion
2012 · E. Mayhua-Lopez, V. Gomez-Verdejo, et al. · IEEE Transactions on Neural Networks and Learning Systems · 10
Committees of Adaboost ensembles with modified emphasis functions
2010 · Vanessa Gómez-Verdejo, Jerónimo Arenas-García, et al. · Neurocomputing · 9
Support Vector Machines With Constraints for Sparsity in the Primal Parameters
2011 · Vanessa Gomez-Verdejo, Manel Martinez-Ramon, et al. · IEEE Transactions on Neural Networks · 8
Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS
2025 · Mario Blázquez-Sánchez, Alejandro Guerrero-López, et al. · BMC Bioinformatics · 7
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MARISMa: a routine MALDI-TOF MS dataset from 2018 to 2024 from Spain
2025 · Lucía Schmidt-Santiago, Inés López-Mareca, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 7
Works count: 72
Citation count: 859
H-index: 16
I10-index: 21
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