Machine learning for earthquake prediction: a review (2017–2021)
Author:
Funder
Ministry of Higher Education, Malaysia
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences
Link
https://link.springer.com/content/pdf/10.1007/s12145-023-00991-z.pdf
Reference33 articles.
1. Al Banna MH, Taher KA, Kaiser MS, Mahmud M, Rahman MS, Hosen ASMS, Cho GH (2020) Application of Artificial Intelligence in Predicting Earthquakes: State-of-the-Art and Future Challenges. IEEE Access 8:192880–192923. https://doi.org/10.1109/ACCESS.2020.3029859
2. Asencio-Cortés G, Morales-Esteban A, Shang X, Martínez-Álvarez F (2018) Earthquake prediction in California using regression algorithms and cloud-based big data infrastructure. Comput Geosci 115(September 2017):198–210. https://doi.org/10.1016/j.cageo.2017.10.011
3. Asim KM, Martínez-Álvarez F, Basit A, Iqbal T (2017) Earthquake magnitude prediction in Hindukush region using machine learning techniques. Nat Hazards 85(1):471–486. https://doi.org/10.1007/s11069-016-2579-3
4. Asim KM, Idris A, Iqbal T, Martínez-Álvarez F (2018a) Earthquake prediction model using support vector regressor and hybrid neural networks. PLoS ONE 13(7):1–22. https://doi.org/10.1371/journal.pone.0199004
5. Asim KM, Idris A, Iqbal T, Martínez-Álvarez F (2018b) Seismic indicators based earthquake predictor system using Genetic Programming and AdaBoost classification. Soil Dyn Earthq Eng 111(February):1–7. https://doi.org/10.1016/j.soildyn.2018.04.020
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