149 citations · 224 across the 16 of their papers we have counts for
3 papers · 1 filter
How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: application to text mining
Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle +2
This article is an extended version of a paper presented in the WSOM'2012 conference [1]. We display a combination of factorial projections, SOM algorithm and graph techniques appl…
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…