149 citations · 224 across the 16 of their papers we have counts for
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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…
On-line relational SOM for dissimilarity data
Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell
In some applications and in order to address real world situations better, data may be more complex than simple vectors. In some examples, they can be known through their pairwise…