BASILIO
SIERRA ARAUJO
PROFESORADO CATEDRATICO/A DE UNIVERSIDAD
Alberto
Diez Olivan
Publications by the researcher in collaboration with Alberto Diez Olivan (9)
2021
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Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis under Changing Conditions
IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 11, pp. 7760-7770
2020
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Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evolutionary LSTM-FCN networks for pattern classification in industrial processes
Swarm and Evolutionary Computation, Vol. 54
2019
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Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0
Information Fusion, Vol. 50, pp. 92-111
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Deep evolutionary modeling of condition monitoring data in marine propulsion systems
Soft Computing, Vol. 23, Núm. 20, pp. 9937-9953
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Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming
Computers and Electronics in Agriculture, Vol. 161, pp. 141-150
2018
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Kernel-based support vector machines for automated health status assessment in monitoring sensor data
International Journal of Advanced Manufacturing Technology, Vol. 95, Núm. 1-4, pp. 327-340
2017
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Data-driven prognostics using a combination of constrained K-means clustering, fuzzy modeling and LOF-based score
Neurocomputing, Vol. 241, pp. 97-107
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Kernel density-based pattern classification in blind fasteners installation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)