Empirical study of feature selection methods based on individual feature evaluation for classification problems, Expert Systems with Applications, vol.38, issue.7, pp.8170-8177, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00614451
Datacentric helicopter failure anticipation: The mgb oil pressure virtual sensor case, International Conference on Big Data. p. 10 pages, 2019. ,
Anomaly detection and predictive maintenance for photovoltaic systems, Neurocomputing, vol.310, pp.59-68, 2018. ,
Dependencies revisited for improving data quality, Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, pp.159-170, 2008. ,
Approximate inference of functional dependencies from relations, Theoretical Computer Science, vol.149, issue.1, pp.129-149, 1995. ,
Effects of data set features on the performances of classification algorithms, Expert Systems with Applications, vol.40, issue.5, pp.1847-1857, 2013. ,
Evaluating classification feasability over datasets using functional dependencies, BDA 2019 35ème conférence sur la Gestion de Données: Principes, Technologies et Applications, 2019. ,
A guided tour of relational databases and beyond, 2012. ,
Helicopter big data processing and predictive analytics: Feedback and perspectives, Proceedings of the 45th European Rotorcraft Forum. p. 7 pages, 2019. ,
Holoclean: Holistic data repairs with probabilistic inference, Proceedings of the VLDB Endowment, vol.10, issue.11, pp.1190-1201, 2017. ,
Interpretable unsupervised feature extraction and learning of abnormal system state transitions in aircraft sensor data, Proceedings of the Annual Conference of the PHM Society, vol.10, 2018. ,