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https://issues.apache.org/jira/browse/SYSTEMML-1784?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1784:
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Comment: was deleted
(was: I will be working on this, as my academic project for the session July
2017, to July 2018. I hope this will also be worked on by the other folks from
the required specializations too.)
> Predict Earthquakes and their magnitudes.
> -----------------------------------------
>
> Key: SYSTEMML-1784
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1784
> Project: SystemML
> Issue Type: Epic
> Components: Algorithms
> Reporter: Janardhan
> Assignee: Janardhan
> Priority: Major
> Attachments: Earthquakes magnitude predication using artificial
> neural network in northern Red Sea area..pdf
>
>
> h3. Predicting Earthquakes with Apache SystemML.
> _{color:#707070}Earthquakes take a dreadful human toll. Some 10,000 people
> die each year in earthquakes and their aftermath, but the toll can be much
> higher. Over 230,000 people died in the tsunami that followed the magnitude 9
> quake off the coast of Sumatra in 2004; more than 200,000 died in Haiti in
> 2010 after the country was hit by a magnitude 7 quake; and more than 800,000
> are thought to have died in a quake in China in 1556.^1^{color}_
> So a better way—any way—to forecast quakes would be hugely valuable.
> With the recent advancements in research in the fields and after some
> successful predictions, we strongly believe that it is possible to predict an
> earthquake.
> References:
> 1.
> https://www.technologyreview.com/s/603785/machine-learning-algorithm-predicts-laboratory-earthquakes/
> Goal & Approach:
> 1. dx.doi.org/10.1016/j.jksus.2011.05.002
> 2. https://arxiv.org/ftp/arxiv/papers/1702/1702.05774.pdf
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