hrcak mascot   Srce   HID

Izvorni znanstveni članak
https://doi.org/10.17535/crorr.2016.0011

Earthquake magnitude prediction based on artificial neural networks: A survey

Emilio Florido ; Division of Computer Science, Pablo de Olavide University, ES-41013 Seville, Spain
José L. Aznarte   ORCID icon orcid.org/0000-0002-1636-244X ; Department of Artificial Intelligence, Universidad Nacional de Educación a Distancia-UNED, Spain
Antonio Morales-Esteban   ORCID icon orcid.org/0000-0002-3358-3690 ; Department of Building Structures and Geotechnical Engineering, University of Seville, Spain
Francisco Martínez-Álvarez ; Division of Computer Science, Pablo de Olavide University, ES-41013 Seville, Spain

Puni tekst: engleski, pdf (135 KB) str. 159-169 preuzimanja: 705* citiraj
APA 6th Edition
Florido, E., Aznarte, J.L., Morales-Esteban, A. i Martínez-Álvarez, F. (2016). Earthquake magnitude prediction based on artificial neural networks: A survey. Croatian Operational Research Review, 7 (2), 159-169. https://doi.org/10.17535/crorr.2016.0011
MLA 8th Edition
Florido, Emilio, et al. "Earthquake magnitude prediction based on artificial neural networks: A survey." Croatian Operational Research Review, vol. 7, br. 2, 2016, str. 159-169. https://doi.org/10.17535/crorr.2016.0011. Citirano 29.09.2020.
Chicago 17th Edition
Florido, Emilio, José L. Aznarte, Antonio Morales-Esteban i Francisco Martínez-Álvarez. "Earthquake magnitude prediction based on artificial neural networks: A survey." Croatian Operational Research Review 7, br. 2 (2016): 159-169. https://doi.org/10.17535/crorr.2016.0011
Harvard
Florido, E., et al. (2016). 'Earthquake magnitude prediction based on artificial neural networks: A survey', Croatian Operational Research Review, 7(2), str. 159-169. https://doi.org/10.17535/crorr.2016.0011
Vancouver
Florido E, Aznarte JL, Morales-Esteban A, Martínez-Álvarez F. Earthquake magnitude prediction based on artificial neural networks: A survey. Croatian Operational Research Review [Internet]. 2016 [pristupljeno 29.09.2020.];7(2):159-169. https://doi.org/10.17535/crorr.2016.0011
IEEE
E. Florido, J.L. Aznarte, A. Morales-Esteban i F. Martínez-Álvarez, "Earthquake magnitude prediction based on artificial neural networks: A survey", Croatian Operational Research Review, vol.7, br. 2, str. 159-169, 2016. [Online]. https://doi.org/10.17535/crorr.2016.0011

Sažetak
The occurrence of earthquakes has been studied from many aspects. Apparently, earthquakes occur without warning and can devastate entire cities in just a few seconds, causing numerous casualties and huge economic loss. Great effort has been directed towards being able to predict these natural disasters, and taking precautionary measures. However, simultaneously predicting when, where and the magnitude of the next earthquake, within a limited region and time, seems an almost impossible task. Techniques from the field of data mining are providing new and important information to researchers. This article reviews the use of artificial neural networks for earthquake prediction in response to the increasing amount of recently published works and presenting claims of being effective. Based on an analysis and discussion of recent results, data mining practitioners are encouraged to apply their own techniques in this emerging field of research.

Ključne riječi
data mining; prediction; earthquake; time series

Hrčak ID: 174130

URI
https://hrcak.srce.hr/174130

Posjeta: 925 *