Concepedia

Ignacio Aguilera-Martos

IA

3

Publications

91

Citations

3

H-Index

2021

Active since

Affiliations

Universidad de Granada(Current)

Instituto Andaluz de Ciencias de la Tierra

ArcelorMittal (Spain)

Ignacio Aguilera-Martos is an author at Universidad de Granada specializing in knowledge discovery, computer science, and data science.

Top concepts

DiagnosisManagementData MiningEngineeringData ScienceComputer ScienceMachine LearningAnomaly DetectionOutlier DetectionKnowledge Discovery

Publications per year

2021–2023

3

Publications

3

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

Jacinto Carrasco, David López, Ignacio Aguilera-Martos et al. · Neurocomputing · 2021 · 56 citations · Full text

Anomaly Detection, Machine Learning, Data Science +13

Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

David López, Ignacio Aguilera-Martos, Marta García-Bárzana et al. · Information Fusion · 2023 · 20 citations · Full text

Anomaly Detection, Machine Learning, Engineering +23

Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García‐Gil et al. · Neurocomputing · 2023 · 15 citations · Full text

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