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Title: :  EARTHQUAKE PREDICTION USING DATA MINING
PaperId: :  9301
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 6 2018
DUI:    16.0415/IJARIIE-9301
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ravindranath Kulkarni Vaidya College of Engineering, Pune
Radhika KulkarniCummins college of Engineering, Pune
Rashmi KulkarniModern college of Engineering, Pune

Abstract

Computer Engineering
data mining, clustering, epicenter, assoication, events, descriptive, predictive models
Data mining consists of evolving set of techniques that can be used to extract valuable information and knowledge from massive volumes of data. Data mining research & tools have focused on commercial sector applications. Only a fewer data mining research have focused on scientific data. This paper aims at further data mining study on scientific data. This paper highlights the data mining techniques applied to mine for surface changes over time (e.g. Earthquake rupture). The data mining techniques help researchers to predict the changes in the intensity of volcanoes. This paper uses predictive statistical models that can be applied to areas such as seismic activity , the spreading of fire. The basic problem in this class of systems is unobservable dynamics with respect to earthquakes. The space-time patterns associated with time, location and magnitude of the sudden events from the force threshold are observable. This paper highlights the observable space time earthquake patterns from unobservable dynamics using data mining techniques, pattern recognition and ensemble forecasting. Thus this paper gives insight on how data mining can be applied in finding the consequences of earthquakes and hence alerting the public.

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IJARIIE Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. "EARTHQUAKE PREDICTION USING DATA MINING" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 6 2018 Page 290-296
MLA Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. "EARTHQUAKE PREDICTION USING DATA MINING." International Journal Of Advance Research And Innovative Ideas In Education 4.6(2018) : 290-296.
APA Ravindranath Kulkarni , Radhika Kulkarni, & Rashmi Kulkarni. (2018). EARTHQUAKE PREDICTION USING DATA MINING. International Journal Of Advance Research And Innovative Ideas In Education, 4(6), 290-296.
Chicago Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. "EARTHQUAKE PREDICTION USING DATA MINING." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 6 (2018) : 290-296.
Oxford Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. 'EARTHQUAKE PREDICTION USING DATA MINING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 6, 2018, p. 290-296. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/EARTHQUAKE_PREDICTION_USING_DATA_MINING_ijariie9301.pdf (Accessed : 22 June 2022).
Harvard Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. (2018) 'EARTHQUAKE PREDICTION USING DATA MINING', International Journal Of Advance Research And Innovative Ideas In Education, 4(6), pp. 290-296IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/EARTHQUAKE_PREDICTION_USING_DATA_MINING_ijariie9301.pdf (Accessed : 22 June 2022)
IEEE Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni, "EARTHQUAKE PREDICTION USING DATA MINING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 6, pp. 290-296, Nov-Dec 2018. [Online]. Available: https://ijariie.com/AdminUploadPdf/EARTHQUAKE_PREDICTION_USING_DATA_MINING_ijariie9301.pdf [Accessed : 22 June 2022].
Turabian Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. "EARTHQUAKE PREDICTION USING DATA MINING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 6 (22 June 2022).
Vancouver Ravindranath Kulkarni , Radhika Kulkarni, and Rashmi Kulkarni. EARTHQUAKE PREDICTION USING DATA MINING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 22 June 2022]; 4(6) : 290-296. Available from: https://ijariie.com/AdminUploadPdf/EARTHQUAKE_PREDICTION_USING_DATA_MINING_ijariie9301.pdf
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