How to help seismic analysts to verify the French seismic bulletin?

David Mercier; Pierre Gaillard; Michaël Aupetit; Carole Maillard; Robert Quach; Jean Denis Muller

doi:10.1016/j.engappai.2006.05.008

How to help seismic analysts to verify the French seismic bulletin?

David Mercier^*, Pierre Gaillard, Michaël Aupetit, Carole Maillard, Robert Quach, Jean Denis Muller

^*Corresponding author for this work

Commissariat à l’énergie atomique et aux énergies alternatives

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Abstract

In this paper, classifiers based on Multi-Layer Perceptrons and Support Vector Machines are used in order to classify seismic events that occurred in metropolitan France. The results are exploited in the software RAMSES to help the seismic analysts to conduct efficiently the revision of the weekly French seismic bulletin. With 96.5% of good classification, and less than 7% of the events emphasized for verification, RAMSES strikingly improves the speed of the revision.

Original language	English
Pages (from-to)	797-806
Number of pages	10
Journal	Engineering Applications of Artificial Intelligence
Volume	19
Issue number	7
DOIs	https://doi.org/10.1016/j.engappai.2006.05.008
Publication status	Published - Oct 2006
Externally published	Yes

Keywords

Neural networks
Seismic event classification
Support vector machines

Access to Document

10.1016/j.engappai.2006.05.008

Cite this

@article{99b3fff0cd5748f7937ab28f56316341,

title = "How to help seismic analysts to verify the French seismic bulletin?",

abstract = "In this paper, classifiers based on Multi-Layer Perceptrons and Support Vector Machines are used in order to classify seismic events that occurred in metropolitan France. The results are exploited in the software RAMSES to help the seismic analysts to conduct efficiently the revision of the weekly French seismic bulletin. With 96.5% of good classification, and less than 7% of the events emphasized for verification, RAMSES strikingly improves the speed of the revision.",

keywords = "Neural networks, Seismic event classification, Support vector machines",

author = "David Mercier and Pierre Gaillard and Micha{\"e}l Aupetit and Carole Maillard and Robert Quach and Muller, {Jean Denis}",

year = "2006",

month = oct,

doi = "10.1016/j.engappai.2006.05.008",

language = "English",

volume = "19",

pages = "797--806",

journal = "Engineering Applications of Artificial Intelligence",

issn = "0952-1976",