V́ıctor Elvira

3.1k total citations
94 papers, 1.6k citations indexed

About

V́ıctor Elvira is a scholar working on Artificial Intelligence, Statistics and Probability and Computer Networks and Communications. According to data from OpenAlex, V́ıctor Elvira has authored 94 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Artificial Intelligence, 33 papers in Statistics and Probability and 21 papers in Computer Networks and Communications. Recurrent topics in V́ıctor Elvira's work include Target Tracking and Data Fusion in Sensor Networks (26 papers), Bayesian Methods and Mixture Models (23 papers) and Gaussian Processes and Bayesian Inference (21 papers). V́ıctor Elvira is often cited by papers focused on Target Tracking and Data Fusion in Sensor Networks (26 papers), Bayesian Methods and Mixture Models (23 papers) and Gaussian Processes and Bayesian Inference (21 papers). V́ıctor Elvira collaborates with scholars based in Spain, United Kingdom and France. V́ıctor Elvira's co-authors include Luca Martino, David Luengo, Mónica F. Bugallo, Francisco Louzada, Jukka Corander, Émilie Chouzenoux, Joaquı́n Mı́guez, Petar M. Djurić, Christian P. Robert and Jesse Read and has published in prestigious journals such as IEEE Transactions on Power Systems, IEEE Transactions on Signal Processing and IEEE Access.

In The Last Decade

V́ıctor Elvira

83 papers receiving 1.5k citations

Peers

Countries citing papers authored by V́ıctor Elvira

Since Specialization

Citations

This map shows the geographic impact of V́ıctor Elvira's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by V́ıctor Elvira with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites V́ıctor Elvira more than expected).

Fields of papers citing papers by V́ıctor Elvira

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by V́ıctor Elvira. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by V́ıctor Elvira. The network helps show where V́ıctor Elvira may publish in the future.

Co-authorship network of co-authors of V́ıctor Elvira

This figure shows the co-authorship network connecting the top 25 collaborators of V́ıctor Elvira. A scholar is included among the top collaborators of V́ıctor Elvira based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with V́ıctor Elvira. V́ıctor Elvira is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks 2025 ·Signal Processing ·(unknown), Santiago Segarra, V́ıctor Elvira	0
2	Learning a Sparse Polynomial Approximation to the Transition Function of General State-Space Models 2025 ·Ben Cox, Émilie Chouzenoux, V́ıctor Elvira	1
3	GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models 2025 ·IEEE Transactions on Signal Processing ·Ben Cox, Émilie Chouzenoux, V́ıctor Elvira	0
4	An adaptive mixture view of particle filters 2024 ·(unknown), V́ıctor Elvira	1
5	Using Machine Learning on MRI Radiomics to Diagnose Parotid Tumours Before Comparing Performance with Radiologists: A Pilot Study 2024 ·Journal of Imaging Informatics in Medicine ·Samy Ammari, (unknown), V́ıctor Elvira, (unknown), Gabriel Garcia, Dana M. Hartl, Corinne Balleyguier, Nathalie Lassau, Émilie Chouzenoux	0
6	WALGREEN: Web Based Platform for Soil Organic Carbon Inference Applications 2024 ·(unknown), José-Francisco Díez-Pastor, P. Carmona, (unknown), (unknown), Gustau Camps‐Valls, V́ıctor Elvira, César García‐Osorio	1
7	On variational inference and maximum likelihood estimation with the $ \lambda $-exponential family 2024 ·SPIRE - Sciences Po Institutional REpository ·(unknown), Émilie Chouzenoux, V́ıctor Elvira	0
8	Intra-hour photovoltaic forecasting through a time-varying Markov switching model 2023 ·Energy ·(unknown), César Angeles‐Camacho, V́ıctor Elvira, (unknown)	13
9	Efficient bayes inference in neural networks through adaptive importance sampling 2023 ·Journal of the Franklin Institute ·(unknown), Émilie Chouzenoux, V́ıctor Elvira, Jean‐Christophe Pesquet	0
10	State and Dynamics Estimation with the Kalman-Langevin filter 2023 ·(unknown), (unknown), (unknown), (unknown), V́ıctor Elvira, Santiago Segarra	0
11	Dimethyl fumarate-related immune and transcriptional signature is associated with clinical response in multiple sclerosis-treated patients 2023 ·Frontiers in Immunology ·(unknown), Santiago García‐Martín, (unknown), (unknown), V́ıctor Elvira, Fátima Al‐Shahrour, Aránzazu García‐Grande, Elvira Ramil, (unknown), (unknown), (unknown), Antonio Garcı́a-Merino, Antonio Sánchez	6
12	Bayesian Data Fusion With Shared Priors 2023 ·IEEE Transactions on Signal Processing ·Peng Wu, Tales Imbiriba, V́ıctor Elvira, Pau Closas	6
13	State‐space models for ecological time‐series data: Practical model‐fitting 2022 ·Methods in Ecology and Evolution ·Ken B. Newman, Ruth King, V́ıctor Elvira, Perry de Valpine, Rachel S. McCrea, Byron J. T. Morgan	26
14	Compressed Monte Carlo with application in particle filtering 2020 ·Information Sciences ·Luca Martino, V́ıctor Elvira	31
15	Nearly Consistent Finite Particle Estimates in Streaming Importance\n Sampling 2019 ·arXiv (Cornell University) ·Alec Koppel, Amrit Singh Bedi, Brian M. Sadler, V́ıctor Elvira	1
16	Robust Covariance Adaptation in Adaptive Importance Sampling 2018 ·IEEE Signal Processing Letters ·(unknown), V́ıctor Elvira, Mónica F. Bugallo	11
17	Immunophenotype and Transcriptome Profile of Patients With Multiple Sclerosis Treated With Fingolimod: Setting Up a Model for Prediction of Response in a 2-Year Translational Study 2018 ·Frontiers in Immunology ·(unknown), Coral González‐García, M. Marconi, Aránzazu García‐Grande, (unknown), V́ıctor Elvira, Elvira Ramil, (unknown), (unknown), Fátima Al‐Shahrour, Coral Fustero‐Torre, (unknown), Antonio Garcı́a-Merino, Antonio Sánchez	30
18	A probabilistic incremental proximal gradient method 2018 ·arXiv (Cornell University) ·(unknown), Émilie Chouzenoux, V́ıctor Elvira, Joaquı́n Mı́guez	3
19	Diversity techniques for RF-beamforming in MIMO-OFDM systems: Design and performance evaluation 2009 ·European Signal Processing Conference ·V́ıctor Elvira, Javier Vía	1
20	Optimal MIMO transmission schemes with adaptive antenna combining in the RF path 2008 ·European Signal Processing Conference ·Ignacio Santamarı́a, V́ıctor Elvira, Javier Vía, David Ramírez, J. Pérez, J. Ibáñez, (unknown), Frank Ellinger	17

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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