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B

Bertha Guijarro‐Berdiñas

Universidade da Coruna

21H指数
135论文数
1.7K被引数
收录论文 30
发表时间
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Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms异常检测算法局部可解释性模型的定性与定量评估
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
err分享
err收藏
Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems用于提升推荐系统图像基础解释性模型训练数据质量的可持续技术
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
err分享
err收藏
Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models超越RMSE和MAE：引入EAUC以揭示二元回归模型中的隐藏偏差和不公平性
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
err分享
err收藏
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
err分享
err收藏
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability推荐系统的可持续透明度: 图像可解释性的贝叶斯排名
errINFORMATION FUSION
IF15.5
err2024-11-01
err1
errOAAI
errPaz-Ruza, Jorge; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha; Cancela, Brais; Eiras-Franco, Carlos
err分享
err收藏
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
err分享
err收藏
RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method
err39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024
IF0
err2024-05-21
err0
PREAI
errLopez, Victor; Fontenla-Romero, Oscar; Hernandez-Pereira, Elena; Guijarro-Berdinas, Bertha; Blanco-Seijo, Carlos; Fernandez-Paz, Samuel
err分享
err收藏
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networksFedHEONN: 一层神经网络的联邦同态加密学习方法
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2023-12-01
err4
errOAAI
errFontenla-Romero, Oscar; Guijarro-Berdinas, Bertha; Hernandez-Pereira, Elena; Perez-Sanchez, Beatriz
err分享
err收藏
Fast deep autoencoder for fe derate d learning
errPATTERN RECOGNITION
IF7.6
err2023-11-01
err8
errOAAI
errNovoa-Paradela, David; Fontenla-Romero, Oscar; Guijarro-Berdinas, Bertha
err分享
err收藏
A One-Class Classification method based on Expanded Non-Convex Hulls
errINFORMATION FUSION
IF15.5
err2023-01-01
err3
errOAAI
errNovoa-Paradela, David; Fontenla-Romero, Oscar; Guijarro-Berdinas, Bertha
err分享
err收藏
Machine learning techniques to predict different levels of hospital care of CoVid-19机器学习技术预测不同级别医院护理新型冠状病毒肺炎
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
err分享
err收藏
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
err分享
err收藏
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing使用自动调整的局部敏感哈希快速构建分布式kNN图
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
err分享
err收藏
DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2020-10-10
err8
PREAI
errFontenla-Romero, Oscar; Perez-Sanchez, Beatriz; Guijarro-Berdinas, Bertha
err分享
err收藏
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
err分享
err收藏
An incremental non-iterative learning method for one-layer feedforward neural networks
errAPPLIED SOFT COMPUTING
IF6.6
err2018-09-01
err4
PREAI
errFontenla-Romero, Oscar; Perez-Sanchez, Beatriz; Guijarro-Berdinas, Bertha
err分享
err收藏
LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-08-01
err14
PREAI
errFontenla-Romero, Oscar; Perez-Sanchez, Beatriz; Guijarro-Berdinas, Bertha
err分享
err收藏
A unified pipeline for online feature selection and classification用于在线特征选择和分类的统一管道
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2016-08-01
err11
PREAI
errBolon-Canedo, Veronica; Fernandez-Francos, Diego; Peteiro-Barral, Diego; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha; Sanchez-Marono, Noelia
err分享
err收藏
A Methodology for Improving Tear Film Lipid Layer Classification
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2014-07-01
err28
PREAI
errRemeseiro, Beatriz; Bolon-Canedo, Veronica; Peteiro-Barral, Diego; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha; Mosquera, Antonio; Penedo, Manuel G.; Sanchez-Marono, Noelia
err分享
err收藏
Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks
errInformatica
IF2.8
err2014-01-01
err37
errOAAI
errLuis Calvo-Rolle, Jose; Fontenla-Romero, Oscar; Perez-Sanchez, Beatriz; Guijarro-Berdinas, Bertha
err分享
err收藏

研究方向

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合作学者
合作期刊
E
Enrique Castillo
H 指数: 51 · 论文数: 384
A
Amparo Alonso‐Betanzos
H 指数: 41 · 论文数: 299
T
T. Carballas
H 指数: 39 · 论文数: 150
V
Verónica Bolón‐Canedo
H 指数: 37 · 论文数: 194
J
José Luis Calvo‐Rolle
H 指数: 32 · 论文数: 395
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