DocumentCode
315430
Title
A new FARMA model for on-line linguistic description and interpretation of seismic waveform in volcanic areas
Author
Occhipinti, L. ; Nunnari, G.
Author_Institution
Soft Comput. & Multimedia Technol. Group, SGS-Thomson Microelectron., Catania, Italy
Volume
1
fYear
1997
fDate
27-23 May 1997
Firstpage
229
Abstract
A new prediction model is proposed to identify the dynamics corresponding to changing parameters in geophysical structures. The methodology has revealed effective features in the way seismic waveforms are analysed, during continuous monitoring, interpreted and reconstructed by the new neuro-fuzzy-based prediction model. The methodology is based on the concepts of fuzzy logic and ARMA models and hence it has been called FARMA
Keywords
autoregressive moving average processes; fuzzy logic; fuzzy neural nets; geophysical signal processing; seismic waves; seismology; volcanology; ARMA models; FARMA; FARMA model; fuzzy logic; geophysical structures; neuro-fuzzy-based prediction model; online linguistic description; seismic waveform; volcanic areas; Data mining; Earthquakes; Frequency; Fuzzy logic; Humans; Neural networks; Predictive models; Signal analysis; Signal processing; Volcanoes;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge-Based Intelligent Electronic Systems, 1997. KES '97. Proceedings., 1997 First International Conference on
Conference_Location
Adelaide, SA
Print_ISBN
0-7803-3755-7
Type
conf
DOI
10.1109/KES.1997.616913
Filename
616913
Link To Document