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I

Ignacio Aguilera-Martos

University of Granada

5H指数
15论文数
123被引数
收录论文 7
发表时间
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RADAR: Robust anomaly detection and recognition. A unified and reproducible framework across tabular, time-series, and federated data雷达：鲁棒异常检测与识别。一个跨表格、时间序列和联邦数据的统一且可复现的框架
errNeurocomputing
IF6.5
err2026-05-23
err0
PREAI
errBello-Garcia, Beatriz; Aguilera-Martos, Ignacio; Rodriguez-Barroso, Nuria; Herrera, Francisco; Luengo, Julian
err分享
err收藏
WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series ForecastingWinStat: 时间序列预测中Transformer模型的训练型位置编码家族
errMachine Learning and Knowledge Extraction
IF6
err2026-03-04
err0
errOAAI
errCristhian Moya-Mota; Ignacio Aguilera-Martos; Diego García-Gil; Julián Luengo
err分享
err收藏
FLEX: Flexible Federated Learning FrameworkFLEX: 可扩展的联邦学习框架
errINFORMATION FUSION
IF15.5
err2025-05-01
err0
errOAAI
errHerrera, F.; Jimenez-Lopez, D.; Argente-Garrido, A.; Rodriguez-Barroso, N.; Zuheros, C.; Aguilera-Martos, I.; Bello, B.; Garcia-Marquez, M.; Luzon, M. V.
err分享
err收藏
Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series融合异常检测与误报缓解方法，用于多变量时间序列下的预测性维护
errINFORMATION FUSION
IF15.5
err2023-12-01
err3
errOAAI
errLopez, David; Aguilera-Martos, Ignacio; Garcia-Barzana, Marta; Herrera, Francisco; Garcia-Gil, Diego; Luengo, Julian
err分享
err收藏
Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study用于无监督异常检测的基于多步直方图的离群值得分: ArcelorMittal工程数据集研究案例
errNEUROCOMPUTING
IF6.5
err2023-08-01
err12
errOAAI
errAguilera-Martos, Ignacio; Garcia-Barzana, Marta; Garcia-Gil, Diego; Carrasco, Jacinto; Lopez, David; Luengo, Julian; Herrera, Francisco
err分享
err收藏
TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning
errNEUROCOMPUTING
IF6.5
err2023-01-01
err5
errOAAI
errAguilera-Martos, Ignacio; Garcia-Vico, Angel M.; Luengo, Julian; Damas, Sergio; Melero, Francisco J.; Javier Valle-Alonso, Jose; Herrera, Francisco
err分享
err收藏
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms
errNEUROCOMPUTING
IF6.5
err2021-10-01
err27
errOAAI
errCarrasco, Jacinto; Lopez, David; Aguilera-Martos, Ignacio; Garcia-Gil, Diego; Markova, Irina; Garcia-Barzana, Marta; Arias-Rodil, Manuel; Luengo, Julian; Herrera, Francisco
err分享
err收藏

研究方向

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合作学者
合作期刊
F
Francisco Herrera
H 指数: 169 · 论文数: 1.3K
J
Julián Luengo
H 指数: 34 · 论文数: 146
S
Sergio Damas
H 指数: 28 · 论文数: 141
M
M. Victoria Luzón
H 指数: 16 · 论文数: 64
M
Manuel Arias-Rodil
H 指数: 12 · 论文数: 18
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