Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques - Couverture souple

Gopi, Karnam; Ramashri, Tirumala

 
9786200487728: Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques
Couverture souple
ISBN 10 : 6200487723 ISBN 13 : 9786200487728
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

Application of technology for mitigating suffering due to natural disasters has always been fore front of researchers. Use of soft computing techniques in disaster prediction and management has interested measures at different levels. Soft computing techniques have given the humans the power and capability to identify events preluded the occurrence of major disasters. Even though it’s quit impossible to forecast all natural calamities, it is imperative to identify methods that can fore warn the possible occurrence of an event.Soft computing techniques have extensively used by researchers to provide these fore warning capabilities.Multi spectral satellite data have been employed for image processing and analysis. Suitable modification and improvements has been suggested for existing techniques like KNN, SVM, ANN to increase the prediction performance and accuracy. As a part of this an ANFIS based system classifier has also been developed and tested for its performance.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6200487723
ISBN 13 
9786200487728
Reliure
Broché
Nombre de pages
188
Coordonnées du fabricant
non disponible
Personne responsable
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