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BibTex Citation Data :
@article{JOIV106,
author = {Mohammad Nur Shodiq and Dedy Hidayat Kusuma and Mirza Ghulam Rifqi and Ali Ridho Barakbah and Tri Harsono},
title = {Neural Network for Earthquake Prediction Based on Automatic Clustering in Indonesia},
journal = {JOIV : International Journal on Informatics Visualization},
volume = {2},
number = {1},
year = {2018},
keywords = {Artificial neural networks; earthquake prediction; cluster analysis},
abstract = {A model of artificial neural networks (ANNs) is presented in this paper to predict aftershock during the next five days after an earthquake occurrence in selected cluster of Indonesia with magnitude equal or larger than given threshold. The data were obtained from Indonesian Agency for Meteorological, Climatological and Geophysics (BMKG) and United States Geological Survey’s (USGS). Six clusters was an optimal number of cluster base-on cluster analysis implementing Valley Tracing and Hill Climbing algorithm, while Hierarchical K-means was applied for datasets clustering. A quality evaluation was then conducted to measure the proposed model performance for two different thresholds. The experimental result shows that the model gave better performance for predicting an aftershock occurrence that equal or larger than 6 Richter’s scale magnitude.},
issn = {2549-9904}, pages = {37--43}, doi = {10.30630/joiv.2.1.106},
url = {http://joiv.org/index.php/joiv/article/view/106}
}
Refworks Citation Data :
@article{{JOIV}{106}, author = {Shodiq, M., Kusuma, D., Rifqi, M., Barakbah, A., Harsono, T.}, title = {Neural Network for Earthquake Prediction Based on Automatic Clustering in Indonesia}, journal = {JOIV : International Journal on Informatics Visualization}, volume = {2}, number = {1}, year = {2018}, doi = {10.30630/joiv.2.1.106}, url = {} }Refbacks
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JOIV : International Journal on Informatics Visualization
ISSN 2549-9610 (print) | 2549-9904 (online)
Organized by Department of Information Technology - Politeknik Negeri Padang, and Institute of Visual Informatics - UKM and Soft Computing and Data Mining Centre - UTHM
W : http://joiv.org
E : joiv@pnp.ac.id, hidra@pnp.ac.id, rahmat@pnp.ac.id
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is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.