Carlos J. Alonso-González

16 papers C 2Journal 8Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep-Learning Clustering to Assess the Health State in a Die-Casting Process in the Automotive Industry. SysTol Miguel Cubero, Diego García-Álvarez, Luis-Ignacio Jimenez, Daniel López, Belarmino Pulido, Carlos J. Alonso-González
2025	C	`conf`	Towards Predictive Maintenance in an Aluminum Die-Casting Process Using Deep Learning Clustering and Dimensionality Reduction. DX Miguel Cubero, Luis-Ignacio Jimenez, Daniel López, Belarmino Pulido, Carlos J. Alonso-González
2023	J	`jnl`	Clustering and Deep-Learning for Energy Consumption Forecast in Smart Buildings. IEEE Access Desirée Arias-Requejo, Belarmino Pulido, Marcus M. Keane, Carlos J. Alonso-González
2023	J	`jnl`	Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points. Eng. Appl. Artif. Intell. Diego García-Álvarez, Aníbal Bregón, Belarmino Pulido, Carlos J. Alonso-González
2019	J	`jnl`	A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs. IEEE Access Carlos J. Alonso-González, Belarmino Pulido, Mario Cartón, Aníbal Bregón
2017	C	`conf`	Autonomous vehicle traction subsystem modeling and diagnosis using BG-PCs. DX Carlos J. Alonso-González, Aníbal Bregón, Belarmino Pulido, Matías A. Nacusse, Sergio J. Junco
2016	J	`jnl`	DxPCs: a toolbox for model-based diagnosis of dynamic systems using possible conflicts. Prog. Artif. Intell. Belarmino Pulido, Aníbal Bregón, Carlos J. Alonso-González, Alberto Hernández, David Rubio, Luis Miguel Villarroel
2015	J	`jnl`	Stacking for multivariate time series classification. Pattern Anal. Appl. Oscar J. Prieto, Carlos J. Alonso-González, Juan José Rodríguez Diez
2014	J	`jnl`	Integration of Simulation and State Observers for Online Fault Detection of Nonlinear Continuous Systems. IEEE Trans. Syst. Man Cybern. Syst. Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
2013	—	`conf`	A Common Framework for Fault Diagnosis of Parametric and Discrete Faults Using Possible Conflicts. CAEPIA Noemi Moya Alonso, Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido
2012	J	`jnl`	Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods. Expert Syst. Appl. Carlos J. Alonso-González, Q. Isaac Moro-Sancho, María Arancha Simón Hurtado, Ricardo Varela-Arrabal
2011	—	`conf`	Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis. CAEPIA Carlos J. Alonso-González, Noemi Moya Alonso, Gautam Biswas
2010	—	`conf`	Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition. IEA/AIE (2) Carlos J. Alonso-González, Juan José Rodríguez, Oscar J. Prieto, Belarmino Pulido Junquera
2010	—	`conf`	Rotation Forest on Microarray Domain: PCA versus ICA. IEA/AIE (2) Carlos J. Alonso-González, Q. Isaac Moro-Sancho, Iván Ramos-Muñoz, María Aránzazu Simón Hurtado
2009	—	`conf`	Selecting Few Genes for Microarray Gene Expression Classification. CAEPIA Carlos J. Alonso-González, Q. Isaac Moro, Oscar J. Prieto, María Aránzazu Simón Hurtado
2002	J	`jnl`	Diagnosis de Sistemas Dinámicos: Un Modelo de Conocimiento que Permite Integrar la Evolución del Sistema en el Proceso de Diagnosis. Computación y Sistemas Carlos J. Alonso-González, César Llamas, José A. Maestro, Belarmino Pulido