Carlos J. Alonso-González

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 5

Top Topics

Fault Detection

Structural Model

Diagnostic Systems

Electronic Devices

Top Venues

Eng. Appl. Artif. Intell.

Publications

Diego Garcia-Alvarez, Aníbal Bregón, Belarmino Pulido, Carlos J. Alonso-González
Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points. Eng. Appl. Artif. Intell. 122 (2023)
Desirée Arias-Requejo, Belarmino Pulido, Marcus M. Keane, Carlos J. Alonso-González
Clustering and Deep-Learning for Energy Consumption Forecast in Smart Buildings. IEEE Access 11 (2023)
Carlos J. Alonso-González, Belarmino Pulido, Mario Cartón, Aníbal Bregón
A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs. IEEE Access 7 (2019)
Carlos J. Alonso-González, Aníbal Bregón, Belarmino Pulido, Matías A. Nacusse, Sergio J. Junco
Autonomous vehicle traction subsystem modeling and diagnosis using BG-PCs. DX (2017)
Belarmino Pulido, Aníbal Bregón, Carlos J. Alonso-González, Alberto Hernández, David Rubio, Luis Miguel Villarroel
DxPCs: a toolbox for model-based diagnosis of dynamic systems using possible conflicts. Prog. Artif. Intell. 5 (2) (2016)
Oscar J. Prieto, Carlos J. Alonso-González, Juan José Rodríguez Diez
Stacking for multivariate time series classification. Pattern Anal. Appl. 18 (2) (2015)
Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
Integration of Simulation and State Observers for Online Fault Detection of Nonlinear Continuous Systems. IEEE Trans. Syst. Man Cybern. Syst. 44 (12) (2014)
Noemi Moya Alonso, Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
A Common Framework for Fault Diagnosis of Parametric and Discrete Faults Using Possible Conflicts. CAEPIA (2013)
Carlos J. Alonso-González, Q. Isaac Moro-Sancho, María Arancha Simón Hurtado, Ricardo Varela-Arrabal
Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods. Expert Syst. Appl. 39 (8) (2012)
Carlos J. Alonso-González, Noemi Moya Alonso, Gautam Biswas
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis. CAEPIA (2011)
Carlos J. Alonso-González, Q. Isaac Moro-Sancho, Iván Ramos-Muñoz, María Aránzazu Simón Hurtado
Rotation Forest on Microarray Domain: PCA versus ICA. IEA/AIE (2) (2010)
Carlos J. Alonso-González, Juan José Rodríguez, Oscar J. Prieto, Belarmino Pulido Junquera
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition. IEA/AIE (2) (2010)
Carlos J. Alonso-González, Q. Isaac Moro, Oscar J. Prieto, María Aránzazu Simón Hurtado
Selecting Few Genes for Microarray Gene Expression Classification. CAEPIA (2009)
Carlos J. Alonso-González, César Llamas, José A. Maestro, Belarmino Pulido
Diagnosis de Sistemas Dinámicos: Un Modelo de Conocimiento que Permite Integrar la Evolución del Sistema en el Proceso de Diagnosis. Computación y Sistemas 6 (2) (2002)