Enhancing quality control in die-casting with ensemble-based computer vision methods.

Carlos J. Alonso-González Carlos Alonso González Carlos J. Alonso https://orcid.org/0000-0003-4136-9632

Paula Mielgo Aníbal Bregón Carlos J. Alonso-González Miguel A. Martínez-Prieto Daniel López Belarmino Pulido Enhancing quality control in die-casting with ensemble-based computer vision methods. 2026 114850 177 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114850 db/journals/eaai/eaai177.html#MielgoBAMLP26 streams/journals/eaai

Miguel Cubero Luis-Ignacio Jimenez Daniel López Belarmino Pulido Carlos J. Alonso-González Towards Predictive Maintenance in an Aluminum Die-Casting Process Using Deep Learning Clustering and Dimensionality Reduction. 6:1-6:16 2025 DX https://doi.org/10.4230/OASIcs.DX.2025.6 conf/dx/2025 db/conf/dx/dx2025.html#CuberoJLPA25 Miguel Cubero Diego García-Álvarez Luis-Ignacio Jimenez Daniel López Belarmino Pulido Carlos J. Alonso-González Deep-Learning Clustering to Assess the Health State in a Die-Casting Process in the Automotive Industry. 180-185 2025 SysTol https://doi.org/10.1109/SysTol66549.2025.11267336 conf/systol/2025 db/conf/systol/systol2025.html#CuberoGJLPA25 streams/conf/systol

Desirée Arias-Requejo Belarmino Pulido Marcus M. Keane Carlos J. Alonso-González Clustering and Deep-Learning for Energy Consumption Forecast in Smart Buildings. 128061-128080 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3331329 db/journals/access/access11.html#AriasRequejoPKA23

Diego García-Álvarez Aníbal Bregón Belarmino Pulido Carlos J. Alonso-González Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points. 106145 2023 122 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2023.106145 db/journals/eaai/eaai122.html#Garcia-AlvarezB23

Carlos J. Alonso-González Belarmino Pulido Mario Cartón Aníbal Bregón A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs. 102160-102173 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2929111 https://www.wikidata.org/entity/Q127469796 db/journals/access/access7.html#Alonso-Gonzalez19a

Carlos J. Alonso-González Aníbal Bregón Belarmino Pulido Matías A. Nacusse Sergio J. Junco Autonomous vehicle traction subsystem modeling and diagnosis using BG-PCs. 94-109 2017 DX https://doi.org/10.29007/qj7v conf/dx/2017 db/conf/dx/dx2017.html#Alonso-Gonzalez17

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. 111-120 2016 5 Prog. Artif. Intell. 2 https://doi.org/10.1007/s13748-015-0078-5 db/journals/pai/pai5.html#PulidoBAHRV16

Oscar J. Prieto Carlos J. Alonso-González Juan José Rodríguez Diez Stacking for multivariate time series classification. 297-312 2015 18 Pattern Anal. Appl. 2 https://doi.org/10.1007/s10044-013-0351-9 db/journals/paa/paa18.html#PrietoAR15

Belarmino Pulido Carlos Alonso González Aníbal Bregón Alberto Hernández Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis. 116-127 2015 CAEPIA https://doi.org/10.1007/978-3-319-24598-0_11 conf/caepia/2015 db/conf/caepia/caepia2015.html#PulidoGBH15 Aníbal Bregón Carlos Alonso González Belarmino Pulido Improving Fault Isolation and Identification for Hybrid Systems with Hybrid Possible Conflicts. 59-66 2015 DX https://ceur-ws.org/Vol-1507/dx15paper8.pdf conf/safeprocess/2015dx db/conf/safeprocess/dx2015.html#BregonGP15

Aníbal Bregón Gautam Biswas Belarmino Pulido Carlos Alonso González Hamed Khorasgani A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems. 863-876 2014 44 IEEE Trans. Syst. Man Cybern. Syst. 7 https://doi.org/10.1109/TSMC.2013.2284577 db/journals/tsmc/tsmc44.html#BregonBPGK14

Aníbal Bregón Carlos J. Alonso-González Belarmino Pulido Integration of Simulation and State Observers for Online Fault Detection of Nonlinear Continuous Systems. 1553-1568 2014 44 IEEE Trans. Syst. Man Cybern. Syst. 12 https://doi.org/10.1109/TSMC.2014.2322581 db/journals/tsmc/tsmc44.html#BregonAP14

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. 239-249 2013 CAEPIA https://doi.org/10.1007/978-3-642-40643-0_25 conf/caepia/2013 db/conf/caepia/caepia2013.html#AlonsoBAP13

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. 7270-7280 2012 39 Expert Syst. Appl. 8 https://doi.org/10.1016/j.eswa.2012.01.096 db/journals/eswa/eswa39.html#Alonso-GonzalezMHV12

Carlos J. Alonso-González Noemi Moya Alonso Gautam Biswas Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis. 223-232 2011 CAEPIA https://doi.org/10.1007/978-3-642-25274-7_23 conf/caepia/2011 db/conf/caepia/caepia2011.html#Alonso-GonzalezMB11 Carlos J. Alonso-González Q. Isaac Moro-Sancho Iván Ramos-Muñoz María Aránzazu Simón Hurtado Rotation Forest on Microarray Domain: PCA versus ICA. 96-105 2010 IEA/AIE (2) https://doi.org/10.1007/978-3-642-13025-0_11 conf/ieaaie/2010-2 db/conf/ieaaie/ieaaie2010-2.html#Alonso-GonzalezMRH10 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. 116-125 2010 IEA/AIE (2) https://doi.org/10.1007/978-3-642-13025-0_13 conf/ieaaie/2010-2 db/conf/ieaaie/ieaaie2010-2.html#Alonso-GonzalezRPJ10 Belarmino Pulido Junquera Aníbal Bregón Carlos Alonso González Analyzing the Influence of Differential Constraints in Possible Conflict and ARR Computation. 11-21 2009 CAEPIA https://doi.org/10.1007/978-3-642-14264-2_2 conf/caepia/2009 db/conf/caepia/caepia2009.html#JunqueraBG09 Carlos J. Alonso-González Q. Isaac Moro Oscar J. Prieto María Aránzazu Simón Hurtado Selecting Few Genes for Microarray Gene Expression Classification. 111-120 2009 CAEPIA https://doi.org/10.1007/978-3-642-14264-2_12 conf/caepia/2009 db/conf/caepia/caepia2009.html#Alonso-GonzalezMPS09 Belarmino Pulido Junquera Aníbal Bregón Carlos Alonso González Improving robustness in consistency-based diagnosis using possible conflicts. 791-792 2008 ECAI https://doi.org/10.3233/978-1-58603-891-5-791 conf/ecai/2008 db/conf/ecai/ecai2008.html#JunqueraBG08 Carlos J. Alonso Oscar J. Prieto Juan José Rodríguez Aníbal Bregón Belarmino Pulido Junquera Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems. 11-20 2007 conf/caepia/2007 CAEPIA https://doi.org/10.1007/978-3-540-75271-4_2 db/conf/caepia/caepia2007.html#AlonsoPRBJ07

Juan José Rodríguez Ludmila I. Kuncheva Carlos J. Alonso Rotation Forest: A New Classifier Ensemble Method. 1619-1630 2006 28 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2006.211 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.211 https://www.wikidata.org/entity/Q51933066 db/journals/pami/pami28.html#RodriguezKA06

Juan José Rodríguez Jesús Maudes Carlos J. Alonso Rotation-based ensembles of RBF networks. 605-610 2006 conf/esann/2006 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2006-124.pdf db/conf/esann/esann2006.html#RodriguezMA06

Juan José Rodríguez Carlos J. Alonso José A. Maestro Support vector machines of interval-based features for time series classification. 171-178 2005 18 Knowl. Based Syst. 4-5 https://doi.org/10.1016/j.knosys.2004.10.007 db/journals/kbs/kbs18.html#RodriguezAM05

Aníbal Bregón María Aránzazu Simón Hurtado Juan José Rodríguez Carlos J. Alonso Belarmino Pulido Junquera Q. Isaac Moro Early Fault Classification in Dynamic Systems Using Case-Based Reasoning. 211-220 2005 conf/caepia/2005 CAEPIA https://doi.org/10.1007/11881216_23 db/conf/caepia/caepia2005.html#BregonSRAJM05 Juan José Rodríguez Carlos J. Alonso Oscar J. Prieto Bias and Variance of Rotation-Based Ensembles. 779-786 2005 conf/iwann/2005 IWANN https://doi.org/10.1007/11494669_95 db/conf/iwann/iwann2005.html#RodriguezAP05

Juan José Rodríguez Carlos J. Alonso Clasificación de Series: Máquinas de Vectores Soporte y Literales basados en Intervalos. 131-138 2004 8 Inteligencia Artif. 23 http://journal.iberamia.org/index.php/ia/article/view/420/article%20%281%29.pdf db/journals/aepia/aepia8.html#RodriguezA04

Belarmino Pulido Junquera Carlos Alonso González Possible conflicts: a compilation technique for consistency-based diagnosis. 2192-2206 2004 34 IEEE Trans. Syst. Man Cybern. Part B 5 https://doi.org/10.1109/TSMCB.2004.835007 https://www.wikidata.org/entity/Q51594452 db/journals/tsmc/tsmcb34.html#JunqueraG04

José A. Maestro César Llamas Carlos J. Alonso A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example. 264-273 https://doi.org/10.1007/978-3-540-24677-0_28 2004 conf/ieaaie/2004 IEA/AIE db/conf/ieaaie/ieaaie2004.html#MaestroLA04 Juan José Rodríguez Carlos J. Alonso Interval and dynamic time warping-based decision trees. 548-552 2004 conf/sac/2004 SAC https://doi.org/10.1145/967900.968015 db/conf/sac/sac2004.html#RodriguezA04 Juan José Rodríguez Carlos J. Alonso Support Vector Machines of Interval-based Features for Time Series Classification. 244-257 2004 SGAI Conf. https://doi.org/10.1007/1-84628-102-4_18 conf/sgai/2004 db/conf/sgai/sgai2004.html#RodriguezA04 José A. Maestro María Aránzazu Simón Hurtado Mario López Alejandra Martínez-Monés Carlos J. Alonso A Proposal of Diagnosis for an ITS for Computational Logic. 86-95 https://doi.org/10.1007/978-3-540-25945-9_9 2003 conf/caepia/2003 CAEPIA db/conf/caepia/caepia2003.html#MaestroHLMA03 Carlos J. Alonso Juan José Rodríguez Belarmino Pulido Junquera Enhancing Consistency Based Diagnosis with Machine Learning Techniques. 312-321 https://doi.org/10.1007/978-3-540-25945-9_31 2003 conf/caepia/2003 CAEPIA db/conf/caepia/caepia2003.html#AlonsoRJ03 Juan José Rodríguez Carlos J. Alonso Rotation-Based Ensembles. 498-506 https://doi.org/10.1007/978-3-540-25945-9_49 2003 conf/caepia/2003 CAEPIA db/conf/caepia/caepia2003.html#RodriguezA03 Carlos J. Alonso César Llamas José A. Maestro Belarmino Pulido Junquera Diagnosis of Dynamic Systems: A Knowledge Model That Allows Tracking the System during the Diagnosis Process. 208-218 https://doi.org/10.1007/3-540-45034-3_21 2003 conf/ieaaie/2003 IEA/AIE db/conf/ieaaie/ieaaie2003.html#AlonsoLMJ03 Juan José Rodríguez Vanesa Paniego Leticia Villar Carlos J. Alonso RBF Networks from Boosted Rules. 460-465 2003 conf/snpd/2003 SNPD db/conf/snpd/snpd2003.html#RodriguezPVA03

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. 2002 6 Computación y Sistemas 2 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/1003 db/journals/cys/cys6.html#Alonso-GonzalezLMP02

Juan Antonio Ortega-Ramírez Carlos Alonso González Belarmino Pulido Junquera Presentacion Monografia: Diagnosis, Razonamiento Cualitativo y Sistemas Socioeconómicos. 33-40 2001 5 14 Inteligencia Artif. http://journal.iberamia.org/index.php/ia/article/view/313/article%20%281%29.pdf db/journals/aepia/aepia5.html#OrtegaGJ01

Belarmino Pulido Junquera Carlos Alonso González Revision del concepto de posible conflicto como tecnica de pre-compilacion. 41-53 2001 5 14 Inteligencia Artif. http://journal.iberamia.org/index.php/ia/article/view/315/article%20%281%29.pdf db/journals/aepia/aepia5.html#JunqueraG01

Juan J. Rodríguez Diez Carlos J. Alonso Q. Isaac Moro-Sancho Clasificación de Patrones Temporales en Sistemas Dinámicos mediante Boosting y Alineamiento Dinámico Temporal. 2001 5 Computación y Sistemas 2 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/972 db/journals/cys/cys5.html#DiezAM01

Carlos Alonso González Belarmino Pulido Junquera G. Acosta Lazo César Llamas On-line industrial supervision and diagnosis, knowledge level description and experimental results. 117-132 2001 20 Expert Syst. Appl. 2 https://doi.org/10.1016/S0957-4174(00)00053-1 db/journals/eswa/eswa20.html#GonzalezJLL01

Juan J. Rodríguez Diez Carlos Alonso González Henrik Boström Boosting interval based literals. 245-262 2001 5 Intell. Data Anal. 3 http://content.iospress.com/articles/intelligent-data-analysis/ida00053 db/journals/ida/ida5.html#DiezGB01

Belarmino Pulido Junquera Carlos Alonso González Luis Felipe Acebes Arconada Lessons Learned from Diagnosing Dynamic Systems Using Possible Conflicts and Quantitative Models. 135-144 2001 conf/ieaaie/2001 IEA/AIE https://doi.org/10.1007/3-540-45517-5_17 db/conf/ieaaie/ieaaie2001.html#JunqueraGA01 Juan J. Rodríguez Diez Carlos Alonso González Learning Classification RBF Networks by Boosting. 43-52 2001 conf/mcs/2001 Multiple Classifier Systems https://doi.org/10.1007/3-540-48219-9_5 db/conf/mcs/mcs2001.html#DiezG01

Carlos Alonso González Juan J. Rodríguez Diez Time Series Classification by Boosting Interval Based Literals. 2-11 2000 4 11 Inteligencia Artif. http://journal.iberamia.org/index.php/ia/article/view/286/article%20%281%29.pdf db/journals/aepia/aepia4.html#GonzalezD00

Belarmino Pulido Junquera Carlos Alonso González An Alternative Approach to Dependeny-Recording Engines in Consistency-Based Diagnosis. 111-121 https://doi.org/10.1007/3-540-45331-8_11 2000 conf/aimsa/2000 AIMSA db/conf/aimsa/aimsa2000.html#JunqueraA00 Juan José Rodríguez Carlos J. Alonso Henrik Boström Learning First Order Logic Time Series Classifiers. 2000 conf/ilp/2000wip ILP Work-in-progress reports https://ceur-ws.org/Vol-35/13-RodriguezAlonsoBostr%C3%B6m.ps db/conf/ilp/ilp2000wip.html#RodriguezAB00 Alejandra Martínez-Monés María Aránzazu Simón Hurtado José Alberto Maestro Prieto Mario López Carlos Alonso González Student Modelling and Interface Design in SIAL. 659 https://doi.org/10.1007/3-540-45108-0_82 2000 conf/its/2000 Intelligent Tutoring Systems db/conf/its/its2000.html#MartinezSMLA00 Juan J. Rodríguez Diez Carlos Alonso González Applying Boosting to Similarity Literals for Time Series Classification. 210-219 2000 conf/mcs/2000 Multiple Classifier Systems https://doi.org/10.1007/3-540-45014-9_20 db/conf/mcs/mcs2000.html#DiezG00 Juan J. Rodríguez Diez Carlos Alonso González Henrik Boström Learning First Order Logic Time Series Classifiers: Rules and Boosting. 299-308 https://doi.org/10.1007/3-540-45372-5_29 2000 conf/pkdd/2000 PKDD db/conf/pkdd/pkdd2000.html#RodriguezAB00 Carlos Alonso González Belarmino Pulido Junquera Gerardo G. Acosta On Line Industrial Diagnosis: An Attempt to Apply Artificial Intelligence Techniques to Process Control. 804-813 1998 conf/ieaaie/1998-1 IEA/AIE (Vol. 1) db/conf/ieaaie/ieaaie1998-1.html#GonzalezJA98 https://doi.org/10.1007/3-540-64582-9_813 Carlos Alonso González Belarmino Pulido Junquera G. Acosta Lazo TURBOLID: Time Use in A Rule Based On Line Industrial Diagnoser. 779 1996 IEA/AIE conf/ieaaie/1996 db/conf/ieaaie/ieaaie1996.html#GonzalezJL96 Gerardo Gabriel AcostaGerardo G. Acosta Noemi Moya Alonso Luis Felipe Acebes Arconada Desirée Arias-Requejo Gautam Biswas Henrik Boström Aníbal Bregón Mario Cartón Miguel Cubero Juan José Rodríguez DiezJuan J. Rodríguez DiezJuan José Rodríguez Diego García-Álvarez Luis Ignacio Jiménez GilLuis-Ignacio Jimenez Alberto Hernández María Arancha Simón Hurtado María Aránzazu Simón Hurtado Sergio J. Junco Belarmino Pulido JunqueraBelarmino Pulido Marcus M. Keane Hamed Khorasgani Ludmila I. Kuncheva G. Acosta Lazo César Llamas Daniel López Mario López José A. MaestroJosé Alberto Maestro Prieto Alejandra Martínez-Monés Miguel A. Martínez-Prieto Jesús Maudes Paula Mielgo Q. Isaac MoroQ. Isaac Moro-Sancho Matías A. Nacusse Juan Antonio Ortega 0001Juan Antonio Ortega-Ramírez Vanesa Paniego Oscar J. Prieto Iván Ramos-Muñoz David Rubio Ricardo Varela-Arrabal Leticia Villar Luis Miguel Villarroel