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Vanessa Gómez-Verdejo

Autonomous University of Madrid

H指数:16

被引数:820

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教育背景

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工作经历

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荣誉奖项

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Impact of evaluation noise in the context of multi-objective Bayesian optimization with the intrinsic coregionalization model

基于内在共域化模型的多目标贝叶斯优化中评估噪声的影响

IF6.5

2026-07-010

OAAI

A systematic review of machine learning on clinical MALDI-TOF MS

机器学习在临床MALDI-TOF MS中的应用系统性综述

Briefings in Bioinformatics

IF7.7

2026-05-080

OA

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data

可解释的生成式和判别式学习用于多模态和不完整临床数据

Information Fusion

IF15.5

2025-12-180

PREAI

Addressing wide-data studies of gene expression microarrays with the Relevance Feature and Vector Machine

利用相关特征与向量机处理基因表达微阵列的宽数据研究

Computers in Biology and Medicine

IF6.3

2025-09-020

OAAI

Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification

小样本分类的高维多模态生物医学数据的统一贝叶斯表示

Engineering Applications of Artificial Intelligence

IF8

2025-08-230

OAAI

Adaptive Sparse Gaussian Process

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-11-012

OA

Bayesian learning of feature spaces for multitask regression

NEURAL NETWORKS

IF6.3

2024-11-010

OAAI

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

IF4.9

2023-06-1310

OAAI

A conditional one-output likelihood formulation for multitask Gaussian processes

IF6.5

2022-10-012

OAAI

Bayesian sparse factor analysis with kernelized observations

IF6.5

2022-06-011

OAAI

Sparse semi-supervised heterogeneous interbattery bayesian analysis

PATTERN RECOGNITION

IF7.6

2021-12-016

OAAI

Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2018-07-015

OAAI

Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting

用于太阳辐射预报的数值天气模型的降维方法的评估

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2018-03-0125

PREAI

A novel framework for parsimonious multivariate analysis

PATTERN RECOGNITION

IF7.6

2017-11-015

OAAI

Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2016-11-0110

OAAI

A new boosting design of Support Vector Machine classifiers

INFORMATION FUSION

IF15.5

2015-09-0115

PREAI

Sparse and kernel OPLS feature extraction based on eigenvalue problem solving

PATTERN RECOGNITION

IF7.6

2015-05-018

PREAI

Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction

MEDICAL IMAGE ANALYSIS

IF11.8

2014-04-0128

PRE

Real AdaBoost With Gate Controlled Fusion

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-12-019

PREAI

Analysis of fMRI time series with mutual information

MEDICAL IMAGE ANALYSIS

IF11.8

2012-02-0116

PREAI