Carlos A. Escobar

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Manufacturing Environment

Binary Classification

Machine Learning And Pattern Recognition

Top Venues

J. Intell. Manuf.

BMC Medical Informatics Decis. Mak.

Publications

José Luis Guadiana-Alvarez, Fida Hussain, Rubén Morales-Menéndez, Etna Rojas-Flores, Arturo García-Zendejas, Carlos A. Escobar, Ricardo A. Ramírez-Mendoza, Jianhong Wang
Prognosis patients with COVID-19 using deep learning. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Carlos A. Escobar, Megan E. McGovern, Rubén Morales-Menéndez
Quality 4.0: a review of big data challenges in manufacturing. J. Intell. Manuf. 32 (8) (2021)
Carlos A. Escobar, Megan E. McGovern, Rubén Morales-Menéndez
Correction to: Quality 4.0: a review of big data challenges in manufacturing. J. Intell. Manuf. 32 (8) (2021)
Carlos A. Escobar, Jorge Arinez, Daniela Macias, Rubén Morales-Menéndez
Learning with Missing Data. IEEE BigData (2020)
Carlos A. Escobar, Rubén Morales-Menéndez, Daniela Macias
Process-monitoring-for-quality - A machine learning-based modeling for rare event detection. Array 7 (2020)
Carlos A. Escobar, Diana M. Wegner, Abhinav Gaur, Rubén Morales-Menéndez
Process-Monitoring-for-Quality - A Model Selection Criterion for Genetic Programming. EMO (2019)
Carlos A. Escobar, Rubén Morales-Menéndez
Parsimonious Modeling for Binary Classification of Quality in a High Conformance Manufacturing Environment. Trans. Mach. Learn. Data Min. 11 (1) (2018)
Carlos A. Escobar, Rubén Morales-Menéndez
Machine Learning and Pattern Recognition Techniques for Information Extraction to Improve Production Control and Design Decisions. ICDM (2017)