DIEGO JESÚS
GARCÍA GIL
PROF. AYUDANTE DOCTOR
JULIÁN
LUENGO MARTÍN
CATEDRÁTICO DE UNIVERSIDAD
Publications dans lesquelles il/elle collabore avec JULIÁN LUENGO MARTÍN (9)
2023
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Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series
Information Fusion, Vol. 100
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Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study
Neurocomputing, Vol. 544
2021
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Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms
Neurocomputing, Vol. 462, pp. 440-452
2020
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Big Data Preprocessing: Enabling Smart Data
Springer International Publishing, pp. 1-186
2019
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A first approach on big data missing values imputation
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Big data preprocessing as the bridge between big data and smart data: Bigdapspark and Bigdapflink libraries
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
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Enabling Smart Data: Noise filtering in Big Data classification
Information Sciences, Vol. 479, pp. 135-152
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From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
International Journal of Intelligent Systems, Vol. 34, Núm. 12, pp. 3260-3274
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Transforming big data into smart data: An insight on the use of the k-nearest neighbors algorithm to obtain quality data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, Núm. 2