logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

Julián Luengo

University of Granada

34H-index
146Paper Count
1.3WCitation Count
Published Papers 42
Publication Date
logo
RADAR: Robust anomaly detection and recognition. A unified and reproducible framework across tabular, time-series, and federated data
errNeurocomputing
IF6.5
err2026-05-23
err0
PREAI
errBello-Garcia, Beatriz; Aguilera-Martos, Ignacio; Rodriguez-Barroso, Nuria; Herrera, Francisco; Luengo, Julian
errShare
errSave
WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series Forecasting
errMachine Learning and Knowledge Extraction
IF6
err2026-03-04
err0
errOAAI
errCristhian Moya-Mota; Ignacio Aguilera-Martos; Diego García-Gil; Julián Luengo
errShare
errSave
X-SHIELD: Regularization for explainable Artificial Intelligence
errMachine Intelligence Research
IF8.7
err2026-02-07
err0
errOAAI
errIván Sevillano-García; Julián Luengo; Francisco Herrera
errShare
errSave
STOOD-X: Explainable out-of-distribution detection via nonparametric statistical testing on large-scale datasets
errPattern Recognition
IF7.6
err2026-02-07
err0
errOAAI
errIván Sevillano-García; Julián Luengo; Francisco Herrera
errShare
errSave
Combining traditional and spiking neural networks for energy-efficient detection of Eimeria parasites
errAPPLIED SOFT COMPUTING
IF6.6
err2024-07-01
err0
PREAI
errVazquez, I. X.; Ayasi, B. W. D.; Seker, H.; Luengo, J.; Sedano, J.; Garcia-Vico, A. M.
errShare
errSave
Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series
errINFORMATION FUSION
IF15.5
err2023-12-01
err3
errOAAI
errLopez, David; Aguilera-Martos, Ignacio; Garcia-Barzana, Marta; Herrera, Francisco; Garcia-Gil, Diego; Luengo, Julian
errShare
errSave
Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study
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
errShare
errSave
REVEL Framework to Measure Local Linear Explanations for Black-Box Models: Deep Learning Image Classification Case Study
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2023-06-03
err5
errOAAI
errSevillano-Garcia, Ivan; Luengo, Julian; Herrera, Francisco
errShare
errSave
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
errShare
errSave
3SHACC: Three stages hybrid agglomerative constrained clustering
errNEUROCOMPUTING
IF6.5
err2022-06-01
err0
PREAI
errGonzalez-Almagro, German; Luis Suarez, Juan; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges
errINFORMATION FUSION
IF15.5
err2022-02-01
err25
errOAAI
errLuengo, Julian; Moreno, Raul; Sevillano, Ivan; Charte, David; Pelaez-Vegas, Adrian; Fernandez-Moreno, Marta; Mesejo, Pablo; Herrera, Francisco
errShare
errSave
ME-MEOA/Dcc : Multiobjective constrained clustering through decomposition-based memetic elitism
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-10-01
err7
PREAI
errGonzalez-Almagro, German; Rosales-Perez, Alejandro; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
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
errShare
errSave
Enhancing instance-level constrained clustering through differential evolution
errAPPLIED SOFT COMPUTING
IF6.6
err2021-09-01
err8
PREAI
errGonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2020-12-01
err179
errOAAI
errTabik, 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.
errShare
errSave
DILS: Constrained clustering through dual iterative local search
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2020-09-01
err11
PREAI
errGonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2020-05-01
err33
errOAAI
errMaillo, Jesus; Garcia, Salvador; Luengo, Julian; Herrera, Francisco; Triguero, Isaac
errShare
errSave
Coral species identification with texture or structure images using a two-level classifier based on Convolutional Neural Networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-11-01
err29
errOAAI
errGomez-Rios, Anabel; Tabik, Siham; Luengo, Julian; Shihavuddin, A. S. M.; Herrera, Francisco
errShare
errSave
From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2019-10-09
err18
errOAAI
errGarcia-Gil, Diego; Luque-Sanchez, Francisco; Luengo, Julian; Garcia, Salvador; Herrera, Francisco
errShare
errSave
Smartdata: Data preprocessing to achieve smart data in R
errNEUROCOMPUTING
IF6.5
err2019-09-01
err5
PREAI
errCordon, Ignacio; Luengo, Julian; Garcia, Salvador; Herrera, Francisco; Charte, Francisco
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
S
Salvador García
H-index: 61 · Papers: 300
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 731
A
Alberto Fernández
H-index: 48 · Papers: 154
M
María José del Jesús
H-index: 42 · Papers: 246
View more