We design classifiers to discriminate between three volcanic seismic events.
We propose two fusion strategies to integrate several seismic stations information.
Two station-dependent classifying structures are tested.
Their classifying performances are compared with the station-independent strategy.
The results show improvements when incorporating multi-stations information.