Publicaciones en las que colabora con JULIÁN LUENGO MARTÍN (9)

2023

  1. Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

    Information Fusion, Vol. 100

  2. Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

    Neurocomputing, Vol. 544

2021

  1. Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

    Neurocomputing, Vol. 462, pp. 440-452

2020

  1. Big Data Preprocessing: Enabling Smart Data

    Springer International Publishing, pp. 1-186

2019

  1. 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

  2. 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

  3. Enabling Smart Data: Noise filtering in Big Data classification

    Information Sciences, Vol. 479, pp. 135-152

  4. 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

  5. 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