Litcius/Paper detail

Improving performance of one-class classifiers applied to anomaly detection in oil wells

André Paulo Ferreira Machado, Ricardo Emanuel Vaz Vargas, Patrick Marques Ciarelli, Celso J. Munaro

2022Journal of Petroleum Science and Engineering20 citationsDOI

Topics & Concepts

Support vector machineComputer scienceArtificial intelligenceAutoencoderAnomaly detectionPattern recognition (psychology)Random forestMetric (unit)Fault (geology)Machine learningPerformance metricDecision treeTransient (computer programming)Artificial neural networkFault detection and isolationData miningEngineeringManagementOperating systemActuatorGeologyOperations managementSeismologyEconomicsFault Detection and Control SystemsAnomaly Detection Techniques and ApplicationsOil and Gas Production Techniques