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Amparo Alonso‐Betanzos

Universidade da Coruna

41H-index
299Paper Count
8.7KCitation Count
Published Papers 60
Publication Date
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Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II
IF0
err2026-01-01
err0
PREAI
errEsteban-Martinez, David; Eiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo
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Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III
IF0
err2026-01-01
err0
PREAI
errPaz-Ruza, Jorge; Esteban-Martinez, David; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha
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Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-06
err0
errOAAI
errJorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Brais Cancela; Carlos Eiras-Franco
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Performance and sustainability of BERT derivatives in dyadic data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errEscarda, Miguel; Eiras-Franco, Carlos; Cancela, Brais; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo
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errSave
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability
errINFORMATION FUSION
IF15.5
err2024-11-01
err1
errOAAI
errPaz-Ruza, Jorge; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha; Cancela, Brais; Eiras-Franco, Carlos
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errSave
An agent-based model to simulate the public acceptability of social innovations
errEXPERT SYSTEMS
IF2.3
err2024-10-05
err0
errOAAI
errRodriguez-Arias, Alejandro; Sanchez-Marono, Noelia; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo; Lema-Blanco, Isabel; Dumitru, Adina
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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
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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
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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
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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
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errSave
Scalable feature selection using ReliefF aided by locality-sensitive hashin
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2021-06-18
err16
errOAAI
errEiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo; Bahamonde, Antonio
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errSave
Editor's Note
errINTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE
IF2.4
err2021-01-01
err0
errOAAI
errAlonso-Betanzos, Amparo; Cabalar, Pedro; Dimuro, Gracaliz P.; Garcia, Marcos; Hernandez-Orallo, Jose; Hervas, Raquel; Manjares, Angeles; Martinez-Plumed, Fernando; Mora-Jimenez, Inmaculada; Sanchez-Marre, Miquel
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errSave
Community detection and social network analysis based on the Italian wars of the 15th century
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2020-12-01
err18
errOAAI
errFumanal-Idocin, J.; Alonso-Betanzos, A.; Cordon, O.; Bustince, H.; Minarova, M.
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errSave
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2020-10-12
err7
errOAAI
errEiras-Franco, Carlos; Martinez-Rego, David; Kanthan, Leslie; Pineiro, Cesar; Bahamonde, Antonio; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo
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Applying machine learning to detect early stages of cardiac remodelling and dysfunction
errEUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING
IF6.6
err2020-06-26
err1
errOAAI
errSabovcik, Frantisek; Cauwenberghs, Nicholas; Kouznetsov, Dmitry; Haddad, Francois; Alonso-Betanzos, Amparo; Vens, Celine; Kuznetsova, Tatiana
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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
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errSave
A scalable saliency-based feature selection method with instance-level information
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-03-01
err7
errOAAI
errCancela, Brais; Bolon-Canedo, Veronica; Alonso-Betanzos, Amparo; Gama, Joao
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errSave
One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments
errieee transactions on cybernetics
IF8.7
err2020-02-01
err24
PREAI
errFernandez-Francos, Diego; Fontenla-Romero, Oscar; Alonso-Betanzos, Amparo
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A scalable decision-tree-based method to explain interactions in dyadic data
errDECISION SUPPORT SYSTEMS
IF6.8
err2019-12-01
err15
errOAAI
errEiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo; Bahamonde, Antonio
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errSave
Ensembles for feature selection: A review and future trends
errINFORMATION FUSION
IF15.5
err2019-12-01
err355
errOAAI
errBolon-Canedo, Veronica; Alonso-Betanzos, Amparo
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errSave

Research Directions

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Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
J
José C. Prı́ncipe
H-index: 82 · Papers: 1.2K
H
Humberto Bustince
H-index: 75 · Papers: 610
J
Jayashree Kalpathy–Cramer
H-index: 68 · Papers: 528
M
Michael F. Chiang
H-index: 65 · Papers: 647
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