Publications by the researcher in collaboration with Maria Goreti Carvalho Marreiros (7)

2023

  1. Data-driven predictive maintenance framework for railway systems

    Intelligent Data Analysis, Vol. 27, Núm. 4, pp. 1087-1102

2022

  1. Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences

    Electronics (Switzerland), Vol. 11, Núm. 5

  2. Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning

    Information Sciences, Vol. 607, pp. 1245-1264

  3. When the best reviews are not placed between extremes

    Proceedings of the International Joint Conference on Neural Networks

2020

  1. Performance evaluation of unsupervised techniques in cyber-attack anomaly detection

    Journal of Ambient Intelligence and Humanized Computing, Vol. 11, Núm. 11, pp. 4477-4489

2019

  1. Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry

    International Journal of Information Management, Vol. 46, pp. 252-262

2018

  1. Predictive maintenance in the metallurgical industry: Data analysis and feature selection

    Advances in Intelligent Systems and Computing