Jerónimo Arenas‐García - Publications, H-index & Citations

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Jerónimo Arenas‐García

Universidad Carlos III de Madrid

28H-index

117Paper Count

3.0KCitation Count

Published Papers 19

Publication Date

Topic models for decision-support systems. Part I: Training, representation and exploitation of topic models

Engineering Applications of Artificial Intelligence

IF8

2025-07-09

OAAI

Lorena Calvo-Bartolomé; Diamantis Tziotzios; Saúl Blanco-Fortes; David Pérez-Fernández; Jerónimo Arenas-García

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Validation of scientific topic models using graph analysis and corpus metadata

SCIENTOMETRICS

IF3.5

2022-03-30

OAAI

Vazquez, Manuel A.; Pereira-Delgado, Jorge; Cid-Sueiro, Jesus; Arenas-Garcia, Jeronimo

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

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2018-07-01

OAAI

Munoz-Romero, Sergio; Arenas-Garcia, Jeronimo; Gomez-Verdejo, Vanessa

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Combined nonlinear filtering architectures involving sparse functional link adaptive filters

SIGNAL PROCESSING

IF3.6

2017-06-01

PREAI

Comminielle, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Arenas-Garcia, Jeronimo; Uncini, Aurelio

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Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

IF11.2

2016-11-01

OAAI

Munoz-Romero, Sergio; Gomez-Verdejo, Vanessa; Arenas-Garcia, Jernimo

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Sparse Distributed Estimation via Heterogeneous Diffusion Adaptive Networks

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2016-11-01

PREAI

Das, Bijit K.; Chakraborty, Mrityunjoy; Arenas-Garcia, Jeronimo

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Combinations of Adaptive Filters

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2016-01-01

102

OAAI

Arenas-Garcia, Jeronimo; Azpicueta-Ruiz, Luis A.; Silva, Magno T. M.; Nascimento, Vitor H.; Sayed, Ali H.

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Sparse and kernel OPLS feature extraction based on eigenvalue problem solving

PATTERN RECOGNITION

IF7.6

2015-05-01

PREAI

Munoz-Romero, Sergio; Arenas-Garcia, Jeronimo; Gomez-Verdejo, Vanessa

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Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2014-07-01

PREAI

Comminiello, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Arenas-Garcia, Jeronimo; Uncini, Aurelio

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Kernel Multivariate Analysis Framework for Supervised Subspace Learning

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2013-07-01

OAAI

Arenas-Garcia, Jeronimo; Petersen, Kaare Brandt; Camps-Valls, Gustavo; Hansen, Lars Kai

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Committees of Adaboost ensembles with modified emphasis functions

NEUROCOMPUTING

IF6.5

2010-03-01

PREAI

Gomez-Verdejo, Vanessa; Arenas-Garcia, Jeronimo; Figueiras-Vidal, Anibal R.

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Efficient Kernel Orthonormalized PLS for Remote Sensing Applications

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2008-10-01

PREAI

Arenas-Garcia, Jeronimo; Camps-Valls, Gustavo

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Fast evaluation of neural networks via confidence rating

NEUROCOMPUTING

IF6.5

2007-10-01

PREAI

Arenas-Garcia, Jeronimo; Gomez-Verdejo, Vanessa; Figueiras-Vidal, Anibal R.

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Plant identification via adaptive combination of transversal filters

SIGNAL PROCESSING

IF3.6

2006-09-01

PREAI

Arenas-Garcia, Jeronimo; Martinez-Ramon, Manel; Navia-Vazquez, Angel; Figueiras-Vidal, Anibal R.

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Boosting by weighting critical and erroneous samples

NEUROCOMPUTING

IF6.5

2006-03-01

PREAI

Gómez-Verdejo, V; Ortega-Moral, M; Arenas-García, J; Figueiras-Vidal, AR

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New algorithms for improved adaptive convex combination of LMS transversal filters

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2005-12-01

103

PREAI

Arenas-García, J; Gómez-Verdejo, V; Figueiras-Vidal, AR

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A performance study of different soft-computing procedures for automatic detection of breast cancer malignancy

BREAST CANCER RESEARCH

IF5.6

2005-05-27

OAAI

Ortega-Moral, M; Gómez-Verdejo, V; Arenas-García, J; Azpicueta-Ruiz, LA; Lázaro-Gredilla, M; Madrid-Sánchez, J; López-Beltrán, E; Figueiras-Vidal, AR

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On problem-oriented kernel refining

NEUROCOMPUTING

IF6.5

2003-09-01

OAAI

Parrado-Hernández, E; Arenas-García, J; Mora-Jiménez, I; Navia-Vázquez, A

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Growing support vector classifiers with controlled complexity

PATTERN RECOGNITION

IF7.6

2003-07-01

OAAI

Parrado-Hernández, E; Mora-Jiménez, I; Arenas-García, J; Figueiras-Vidal, AR; Navia-Vázquez, A

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Research Directions