Julián Luengo - Publications, H-index & Citations

Julián Luengo

University of Granada

34H指数

146论文数

1.3W被引数

收录论文 42

发表时间

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

Neurocomputing

IF6.5

2026-05-23

PREAI

Bello-Garcia, Beatriz; Aguilera-Martos, Ignacio; Rodriguez-Barroso, Nuria; Herrera, Francisco; Luengo, Julian

WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series Forecasting WinStat: 时间序列预测中Transformer模型的训练型位置编码家族

Machine Learning and Knowledge Extraction

IF6

2026-03-04

OAAI

Cristhian Moya-Mota; Ignacio Aguilera-Martos; Diego García-Gil; Julián Luengo

X-SHIELD: Regularization for explainable Artificial Intelligence X-shield: 可解释人工智能的正则化

Machine Intelligence Research

IF8.7

2026-02-07

OAAI

Iván Sevillano-García; Julián Luengo; Francisco Herrera

STOOD-X: Explainable out-of-distribution detection via nonparametric statistical testing on large-scale datasets STOOD-X：通过在大规模数据集上进行非参数统计测试实现的可解释的领域外检测

Pattern Recognition

IF7.6

2026-02-07

OAAI

Iván Sevillano-García; Julián Luengo; Francisco Herrera

Combining traditional and spiking neural networks for energy-efficient detection of Eimeria parasites 结合传统神经网络和尖峰神经网络对艾美耳球虫寄生虫进行节能检测

APPLIED SOFT COMPUTING

IF6.6

2024-07-01

PREAI

Vazquez, I. X.; Ayasi, B. W. D.; Seker, H.; Luengo, J.; Sedano, J.; Garcia-Vico, A. M.

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

INFORMATION FUSION

IF15.5

2023-12-01

OAAI

Lopez, David; Aguilera-Martos, Ignacio; Garcia-Barzana, Marta; Herrera, Francisco; Garcia-Gil, Diego; Luengo, Julian

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

NEUROCOMPUTING

IF6.5

2023-08-01

OAAI

Aguilera-Martos, Ignacio; Garcia-Barzana, Marta; Garcia-Gil, Diego; Carrasco, Jacinto; Lopez, David; Luengo, Julian; Herrera, Francisco

REVEL Framework to Measure Local Linear Explanations for Black-Box Models: Deep Learning Image Classification Case Study

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2023-06-03

OAAI

Sevillano-Garcia, Ivan; Luengo, Julian; Herrera, Francisco

TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning

NEUROCOMPUTING

IF6.5

2023-01-01

OAAI

Aguilera-Martos, Ignacio; Garcia-Vico, Angel M.; Luengo, Julian; Damas, Sergio; Melero, Francisco J.; Javier Valle-Alonso, Jose; Herrera, Francisco

3SHACC: Three stages hybrid agglomerative constrained clustering

NEUROCOMPUTING

IF6.5

2022-06-01

PREAI

Gonzalez-Almagro, German; Luis Suarez, Juan; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador

A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges

INFORMATION FUSION

IF15.5

2022-02-01

OAAI

Luengo, Julian; Moreno, Raul; Sevillano, Ivan; Charte, David; Pelaez-Vegas, Adrian; Fernandez-Moreno, Marta; Mesejo, Pablo; Herrera, Francisco

ME-MEOA/Dcc : Multiobjective constrained clustering through decomposition-based memetic elitism

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2021-10-01

PREAI

Gonzalez-Almagro, German; Rosales-Perez, Alejandro; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador

Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

NEUROCOMPUTING

IF6.5

2021-10-01

OAAI

Carrasco, Jacinto; Lopez, David; Aguilera-Martos, Ignacio; Garcia-Gil, Diego; Markova, Irina; Garcia-Barzana, Marta; Arias-Rodil, Manuel; Luengo, Julian; Herrera, Francisco

Enhancing instance-level constrained clustering through differential evolution

APPLIED SOFT COMPUTING

IF6.6

2021-09-01

PREAI

Gonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador

COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-12-01

179

OAAI

Tabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J. L.; Sevillano-Garcia, I; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J. L.; Luengo, J.; Valero-Gonzalez, M. A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F.

DILS: Constrained clustering through dual iterative local search

COMPUTERS & OPERATIONS RESEARCH

IF4.3

2020-09-01

PREAI

Gonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador

Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2020-05-01

OAAI

Maillo, Jesus; Garcia, Salvador; Luengo, Julian; Herrera, Francisco; Triguero, Isaac