8 citations · 45 across the 11 of their papers we have counts for
3 papers · 1 filter
Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring
Anastasios Bellas, Charles Bouveyron, Marie Cottrell +1
We develop an application of SOM for the task of anomaly detection and visualization. To remove the effect of exogenous independent variables, we use a correction model which is mo…
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell +1
We compare in this paper several feature selection methods for the Naive Bayes Classifier (NBC) when the data under study are described by a large number of redundant binary indica…
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell +1
Detecting early signs of failures (anomalies) in complex systems is one of the main goal of preventive maintenance. It allows in particular to avoid actual failures by (re)scheduli…