David Elizondo - Publications, H-index & Citations

David Elizondo

De Montfort University

25H指数

147论文数

2.5K被引数

收录论文 35

发表时间

A Systematic Evaluation of CNN Configurations for Multiclass Oil Spill Classification in Hyperspectral Images 高光谱图像中多类油污分类的CNN配置系统评估

Journal of Marine Science and Engineering

IF2.8

2026-02-18

OAAI

María Gema Carrasco-García; Javier González-Enrique; Juan Jesús Ruiz-Aguilar; Alberto Camarero-Orive; David Elizondo; Ignacio J. Turias Domínguez

A didactic overview of Transformer applications: model variations and user guidelines Transformer应用的教学性概述：模型变体和用户指南

Logic Journal of the IGPL

IF0.8

2026-02-01

PREAI

Cabrera-Bermejo, M., I; German, M.; De La Rosa, D.; Del Jesus, M. J.; Rivera, A. J.; Elizondo, D.; Charte, F.; Godoy, M. D. Perez

DESReg: Dynamic Ensemble Selection library for Regression tasks

NEUROCOMPUTING

IF6.5

2024-05-01

OAAI

Perez-Godoy, Marta D.; Molina, Marta; Marttnez, Francisco; Elizondo, David; Charte, Francisco; Rivera, Antonio J.

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends 可解释人工智能的计算方法: 理论，应用和趋势的进展

INFORMATION FUSION

IF15.5

2023-12-01

OAAI

Gorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M.

mldr.resampling: Efficient reference implementations of multilabel resampling algorithms

NEUROCOMPUTING

IF6.5

2023-11-01

OAAI

Rivera, Antonio J.; Davila, Miguel A.; Elizondo, D.; del Jesus, Maria J.; Charte, Francisco

Urinary Metabolic Distinction of Niemann-Pick Class 1 Disease through the Use of Subgroup Discovery

METABOLITES

IF3.7

2023-10-13

OAAI

Carmona, Cristobal J.; German-Morales, Manuel; Elizondo, David; Ruiz-Rodado, Victor; Grootveld, Martin

XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2023-03-01

OAAI

Rivera, A. J.; Munoz, J. Cobo; Perez-Goody, M. D.; de San Pedro, B. Saenz; Charte, F.; Elizondo, D.; Rodriguez, C.; Abolafia, M. L.; Perea, A.; del Jesus, M. J.

Application of data augmentation techniques towards metabolomics

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-09-01

OAAI

Moreno-Barea, Francisco J.; Franco, Leonardo; Elizondo, David; Grootveld, Martin

Analysis of clustering methods for crop type mapping using satellite imagery

NEUROCOMPUTING

IF6.5

2022-07-01

OAAI

Rivera, Antonio J.; Perez-Godoy, Maria D.; Elizondo, David; Deka, Lipika; del Jesus, Maria J.

Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities

APPLIED SOFT COMPUTING

IF6.6

2022-07-01

OAAI

Calderon-Ramirez, Saul; Yang, Shengxiang; Elizondo, David; Moemeni, Armaghan

Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

APPLIED SOFT COMPUTING

IF6.6

2021-11-01

OAAI

Calderon-Ramirez, Saul; Yang, Shengxiang; Moemeni, Armaghan; Elizondo, David; Colreavy-Donnelly, Simon; Chavarria-Estrada, Luis Fernando; Molina-Cabello, Miguel A.

Fuzzy Logic Applied to System Monitors

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Khan, Noel; Elizondo, David A.; Deka, Lipika; Molina-Cabello, Miguel A.

Skin Lesion Classification by Ensembles of Deep Convolutional Networks and Regularly Spaced Shifting

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Thurnhofer-Hemsi, Karl; Lopez-Rubio, Ezequiel; Dominguez, Enrique; Elizondo, David A.

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Calderon-Ramirez, Saul; Yang, Shengxiang; Moemeni, Armaghan; Colreavy-Donnelly, Simon; Elizondo, David A.; Oala, Luis; Rodriguez-Capitan, Jorge; Jimenez-Navarro, Manuel; Lopez-Rubio, Ezequiel; Molina-Cabello, Miguel A.

Are public intrusion datasets fit for purpose characterising the state of the art in intrusion event datasets

COMPUTERS & SECURITY

IF5.4

2020-12-01

PREAI

Kenyon, A.; Deka, L.; Elizondo, D.

Foreground detection by ensembles of random polygonal tilings

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-12-01

PREAI

Molina-Cabello, Miguel A.; Elizondo, David A.; Luque-Baena, Rafael M.; Lopez-Rubio, Ezequiel