Jacinto Carrasco

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Unsupervised Anomaly Detection

Statistical Tests

Top Venues

Swarm Evol. Comput.

Publications

Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García-Gil, Jacinto Carrasco, David López, Julián Luengo, Francisco Herrera
Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study. Neurocomputing 544 (2023)
Jacinto Carrasco, Irina Markova, David López, Ignacio Aguilera, Diego García, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms. CoRR (2021)
Jacinto Carrasco, David López, Ignacio Aguilera-Martos, Diego García-Gil, Irina Markova, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms. Neurocomputing 462 (2021)
Alaiñe Iturria, Jacinto Carrasco, Santi Charramendieta, Angel Conde, Francisco Herrera
otsad: A package for online time-series anomaly detectors. Neurocomputing 374 (2020)
Jacinto Carrasco, Salvador García, María del Mar Rueda, S. Das, Francisco Herrera
Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review. Swarm Evol. Comput. 54 (2020)
Jacinto Carrasco, Salvador García, María del Mar Rueda, S. Das, Francisco Herrera
Recent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review. CoRR (2020)
Jacinto Carrasco, Salvador García, María del Mar Rueda, Francisco Herrera
rNPBST: An R Package Covering Non-parametric and Bayesian Statistical Tests. HAIS (2017)