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Carlos J. Alonso-González

Carlos Alonso González – Carlos J. Alonso

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2010 – today

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2017
[c31]
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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: 94-109
2016
[j16]
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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. Progress in AI 5(2): 111-120 (2016)
2015
[j15]
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Oscar J. Prieto, Carlos J. Alonso-González, Juan José Rodríguez Diez:
Stacking for multivariate time series classification. Pattern Anal. Appl. 18(2): 297-312 (2015)
[c30]
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Belarmino Pulido, Carlos Alonso González, Aníbal Bregón, Alberto Hernández:
Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis. CAEPIA 2015: 116-127
[c29]
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Aníbal Bregón, Carlos Alonso González, Belarmino Pulido:
Improving Fault Isolation and Identification for Hybrid Systems with Hybrid Possible Conflicts. DX@Safeprocess 2015: 59-66
2014
[j14]
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Aníbal Bregón, Gautam Biswas, Belarmino Pulido, Carlos Alonso González, Hamed Khorasgani:
A Common Framework for Compilation Techniques Applied to Diagnosis of Linear Dynamic Systems. IEEE Trans. Systems, Man, and Cybernetics: Systems 44(7): 863-876 (2014)
[j13]
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Aníbal Bregón, Carlos J. Alonso-González, Belarmino Pulido:
Integration of Simulation and State Observers for Online Fault Detection of Nonlinear Continuous Systems. IEEE Trans. Systems, Man, and Cybernetics: Systems 44(12): 1553-1568 (2014)
2013
[c28]
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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: 239-249
2012
[j12]
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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): 7270-7280 (2012)
2011
[c27]
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Carlos J. Alonso-González, Noemi Moya Alonso, Gautam Biswas:
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis. CAEPIA 2011: 223-232
2010
[c26]
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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: 96-105
[c25]
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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: 116-125

2000 – 2009

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2009
[c24]
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Belarmino Pulido Junquera, Aníbal Bregón, Carlos Alonso González:
Analyzing the Influence of Differential Constraints in Possible Conflict and ARR Computation. CAEPIA 2009: 11-21
[c23]
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Carlos J. Alonso-González, Q. Isaac Moro, Oscar J. Prieto, María Aránzazu Simón Hurtado:
Selecting Few Genes for Microarray Gene Expression Classification. CAEPIA 2009: 111-120
2008
[c22]
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Belarmino Pulido Junquera, Aníbal Bregón, Carlos Alonso González:
Improving robustness in consistency-based diagnosis using possible conflicts. ECAI 2008: 791-792
2007
[c21]
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Carlos J. Alonso, Oscar J. Prieto, Juan José Rodríguez, Aníbal Bregón, Belarmino Pulido Junquera:
Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems. CAEPIA 2007: 11-20
2006
[j11]
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Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso:
Rotation Forest: A New Classifier Ensemble Method. IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1619-1630 (2006)
[c20]
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Juan José Rodríguez, Jesús Maudes, Carlos J. Alonso:
Rotation-based ensembles of RBF networks. ESANN 2006: 605-610
2005
[j10]
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Juan José Rodríguez, Carlos J. Alonso, José A. Maestro:
Support vector machines of interval-based features for time series classification. Knowl.-Based Syst. 18(4-5): 171-178 (2005)
[c19]
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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. CAEPIA 2005: 211-220
[c18]
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Juan José Rodríguez, Carlos J. Alonso, Oscar J. Prieto:
Bias and Variance of Rotation-Based Ensembles. IWANN 2005: 779-786
2004
[j9]
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Juan José Rodríguez, Carlos J. Alonso:
Clasificación de Series: Máquinas de Vectores Soporte y Literales basados en Intervalos. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 8(23): 131-138 (2004)
[j8]
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Belarmino Pulido Junquera, Carlos Alonso González:
Possible conflicts: a compilation technique for consistency-based diagnosis. IEEE Trans. Systems, Man, and Cybernetics, Part B 34(5): 2192-2206 (2004)
[c17]
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José A. Maestro, César Llamas, Carlos J. Alonso:
A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example. IEA/AIE 2004: 264-273
[c16]
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Juan José Rodríguez, Carlos J. Alonso:
Interval and dynamic time warping-based decision trees. SAC 2004: 548-552
[c15]
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Juan José Rodríguez, Carlos J. Alonso:
Support Vector Machines of Interval-based Features for Time Series Classification. SGAI Conf. 2004: 244-257
2003
[c14]
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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. CAEPIA 2003: 86-95
[c13]
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Carlos J. Alonso, Juan José Rodríguez, Belarmino Pulido Junquera:
Enhancing Consistency Based Diagnosis with Machine Learning Techniques. CAEPIA 2003: 312-321
[c12]
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Juan José Rodríguez, Carlos J. Alonso:
Rotation-Based Ensembles. CAEPIA 2003: 498-506
[c11]
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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. IEA/AIE 2003: 208-218
[c10]
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Juan José Rodríguez, Vanesa Paniego, Leticia Villar, Carlos J. Alonso:
RBF Networks from Boosted Rules. SNPD 2003: 460-465
2002
[j7]
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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)
2001
[j6]
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Juan Antonio Ortega Ramírez, Carlos Alonso González, Belarmino Pulido Junquera:
Presentacion Monografia: Diagnosis, Razonamiento Cualitativo y Sistemas Socioeconómicos. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 5(14): 33-40 (2001)
[j5]
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Belarmino Pulido Junquera, Carlos Alonso González:
Revision del concepto de posible conflicto como tecnica de pre-compilacion. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 5(14): 41-53 (2001)
[j4]
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Juan J. Rodríguez Diez, Carlos J. Alonso, Q. Isaac Moro-Sancho:
Clasificación de Patrones Temporales en Sistemas Dinámicos mediante Boosting y Alineamiento Dinámico Temporal. Computación y Sistemas 5(2) (2001)
[j3]
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Carlos Alonso González, Belarmino Pulido Junquera, G. Acosta Lazo, César Llamas:
On-line industrial supervision and diagnosis, knowledge level description and experimental results. Expert Syst. Appl. 20(2): 117-132 (2001)
[j2]
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Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström:
Boosting interval based literals. Intell. Data Anal. 5(3): 245-262 (2001)
[c9]
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Belarmino Pulido Junquera, Carlos Alonso González, Felipe Acebes:
Lessons Learned from Diagnosing Dynamic Systems Using Possible Conflicts and Quantitative Models. IEA/AIE 2001: 135-144
[c8]
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Juan J. Rodríguez Diez, Carlos Alonso González:
Learning Classification RBF Networks by Boosting. Multiple Classifier Systems 2001: 43-52
2000
[j1]
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Carlos Alonso González, Juan J. Rodríguez Diez:
Time Series Classification by Boosting Interval Based Literals. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 4(11): 2-11 (2000)
[c7]
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Belarmino Pulido Junquera, Carlos Alonso González:
An Alternative Approach to Dependeny-Recording Engines in Consistency-Based Diagnosis. AIMSA 2000: 111-121
[c6]
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Juan José Rodríguez, Carlos J. Alonso, Henrik Boström:
Learning First Order Logic Time Series Classifiers. ILP Work-in-progress reports 2000
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Alejandra Martínez-Monés, María Aránzazu Simón Hurtado, José Alberto Maestro Prieto, Mario López, Carlos Alonso González:
Student Modelling and Interface Design in SIAL. Intelligent Tutoring Systems 2000: 659
[c4]
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Juan J. Rodríguez Diez, Carlos Alonso González:
Applying Boosting to Similarity Literals for Time Series Classification. Multiple Classifier Systems 2000: 210-219
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Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström:
Learning First Order Logic Time Series Classifiers: Rules and Boosting. PKDD 2000: 299-308

1990 – 1999

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1998
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Carlos Alonso González, Belarmino Pulido Junquera, Gerardo G. Acosta:
On Line Industrial Diagnosis: An Attempt to Apply Artificial Intelligence Techniques to Process Control. IEA/AIE (Vol. 1) 1998: 804-813
1996
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Carlos Alonso González, Belarmino Pulido Junquera, G. Acosta Lazo:
TURBOLID: Time Use in A Rule Based On Line Industrial Diagnoser. IEA/AIE 1996: 779

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