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Verónica Bolón‐Canedo

Universidade da Coruna

37H-index
194Paper Count
7.7KCitation Count
Published Papers 35
Publication Date
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Fast and Frugal Transfer Learning via Precomputed Features and Adaptive Normalization
errINTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF0
err2026-01-01
err0
PREAI
errVila-Cruz, Daniel; Bolon-Canedo, Veronica; Moran-Fernandez, Laura
errShare
errSave
Efficient ReliefF: A Low-Power Optimization of ReliefF for Resource-Constrained Devices
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errSuarez-Marcote, Samuel; Moran-Fernandez, Laura; Bolon-Canedo, Veronica
errShare
errSave
Mitigating Overfitting in Recommender Systems via Intra-domain Transfer Learning
errINTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II
IF0
err2026-01-01
err0
PREAI
errBlanco-Mallo, Eva; Perez-Nunez, Pablo; Bolon-Canedo, Veronica; Remeseiro, Beatriz
errShare
errSave
Improving restaurant recommendation transparency through feature selection
errKnowledge and Information Systems
IF3.1
err2025-12-30
err0
PREAI
errRoger Bagué-Masanés; Beatriz Remeseiro; Veronica Bolón-Canedo
errShare
errSave
A hybrid metaheuristics-Bayesian Optimization framework with safe transfer learning for continuous Spark tuning
errFuture Generation Computer Systems
IF0
err2025-12-16
err0
errOAAI
errMariano Garralda-Barrio; Carlos Eiras-Franco; Verónica Bolón-Canedo
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errSave
Metabolomic and machine learning enhances patient diagnosis and stratification in systemic autoimmune diseases
errComputers in Biology and Medicine
IF6.3
err2025-11-24
err0
errOAAI
errCarlos Perez-Sanchez; Antonio Perez-Campoamor; Gema Dolores García-Delgado; Beatriz Vellon-Garcia; Adrián Llamas-Urbano; Laura Romero-Zurita; Pedro Ortiz-Buitrago; Christian Merlo; Tomás Cerdó; Sagrario Corrales; Ismael Sanchez-Pareja; Laura Muñoz-Barrera; María del Carmen Abalos-Aguilera; Nuria Barbarroja; Verónica Bolón-Canedo; Rafaela Ortega-Castro; Jerusalem Calvo; Lourdes Ladehesa; Inmaculada Concepción Aranda-Valera
errShare
errSave
Minimizing redundancy in hand dynamic features for enhanced sign language recognition
errINTELLIGENT DATA ANALYSIS
IF0.8
err2025-11-01
err0
PREAI
errAbdullahi, Sunusi Bala; Bolon-Canedo, Veronica
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errSave
Breaking boundaries: Low-precision conditional mutual information for efficient feature selection
errPATTERN RECOGNITION
IF7.6
err2025-06-01
err0
PREAI
errMoran-Fernandez, Laura; Blanco-Mallo, Eva; Sechidis, Konstantinos; Bolon-Canedo, Veronica
errShare
errSave
Adaptive incremental transfer learning for efficient performance modeling of big data workloads
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-05-01
err0
PREAI
errGarralda-Barrio, Mariano; Eiras-Franco, Carlos; Bolon-Canedo, Veronica
errShare
errSave
Optimising Resource Use Through Low-Precision Feature Selection: A Performance Analysis of Logarithmic Division and Stochastic Rounding
errEXPERT SYSTEMS
IF2.3
err2025-02-11
err0
PREAI
errSuarez-Marcote, Samuel; Moran-Fernandez, Laura; Bolon-Canedo, Veronica
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errSave
A review of green artificial intelligence: Towards a more sustainable future
errNEUROCOMPUTING
IF6.5
err2024-09-01
err18
errOAAI
errBolon-Canedo, Veronica; Moran-Fernandez, Laura; Cancela, Brais; Alonso-Betanzos, Amparo
errShare
errSave
Towards federated feature selection: Logarithmic division for resource-conscious methods
errNEUROCOMPUTING
IF6.5
err2024-09-01
err0
errOAAI
errSuarez-Marcote, Samuel; Moran-Fernandez, Laura; Bolon-Canedo, Veronica
errShare
errSave
CUDA acceleration of MI-based feature selection methods
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2024-08-01
err1
errOAAI
errBeceiro, Bieito; Gonzalez-Dominguez, Jorge; Moran-Fernandez, Laura; Bolon-Canedo, Veronica; Tourino, Juan
errShare
errSave
Spatial-temporal feature-based End-to-end Fourier network for 3D sign language recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-08-01
err10
PREAI
errAbdullahi, Sunusi Bala; Chamnongthai, Kosin; Bolon-Canedo, Veronica; Cancela, Brais
errShare
errSave
A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2024-07-01
err2
errOAAI
errGarralda-Barrio, Mariano; Eiras-Franco, Carlos; Bolon-Canedo, Veronica
errShare
errSave
The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification
errEXPERT SYSTEMS
IF2.3
err2024-03-22
err0
PREAI
errMorillo-Salas, Jose L.; Bolon-Canedo, Veronica; Alonso-Betanzos, Amparo
errShare
errSave
Do all roads lead to Rome? Studying distance measures in the context of machine learning
errPATTERN RECOGNITION
IF7.6
err2023-09-01
err4
errOAAI
errBlanco-Mallo, Eva; Moran-Fernandez, Laura; Remeseiro, Beatriz; Bolon-Canedo, Veronica
errShare
errSave
How important is data quality? Best classifiers vs best features
errNEUROCOMPUTING
IF6.5
err2022-01-01
err9
errOAAI
errMoran-Fernandez, Laura; Bolon-Canedo, Veronica; Alonso-Betanzos, Amparo
errShare
errSave
Machine learning techniques to predict different levels of hospital care of CoVid-19
errAPPLIED INTELLIGENCE
IF3.5
err2021-09-10
err12
errOAAI
errHernandez-Pereira, Elena; Fontenla-Romero, Oscar; Bolon-Canedo, Veronica; Cancela-Barizo, Brais; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo
errShare
errSave
Feature selection with limited bit depth mutual information for portable embedded systems
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-06-01
err4
errOAAI
errMoran-Fernandez, Laura; Sechidis, Konstantinos; Bolon-Canedo, Veronica; Alonso-Betanzos, Amparo; Brown, Gavin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
J
João Gama
H-index: 62 · Papers: 623
S
Salvador García
H-index: 61 · Papers: 300
I
Isabelle Guyon
H-index: 57 · Papers: 280
K
Kristin P. Bennett
H-index: 49 · Papers: 224
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