Réinitialiser mot de passe
E-mail
Password
RNTI

MODULAD
Approche de Clustering de Flux basée sur les Graphes de Voisinage
In EGC 2016, vol. RNTI-E-30, pp.533-534
Résumé
We propose a neighborhood-based approach for data streams clustering. Instead of processing
each new element one by one, we propose to process each group of new elements simultaneously.
A neighborhood-based clustering is applied on each new group. We also define
an incremental construction method of the neighborhood graph based on the stream evolution.
To validate the approach, we apply it to multiple data sets and we compare it with various
stream clustering approaches.