An Overview of Data Mining Techniques and Applications and its Future Scope

Authors(2) :-Nithya C , Saravanan V

Data mining is a process which finds useful patterns from large amount of data. The paper discusses few of the data mining techniques, algorithms and some of the organizations which have adapted data mining technology to improve their businesses and found excellent results. The greater part of data mining methods can manage distinctive information sorts.Data mining may be defined as the science of extracting useful information from databases. It also called knowledge discovery. Using a combination of machine learning, statistical analysis, modeling techniques and database technology, data mining finds patterns and subtle relationships in data and infers rules that allow the prediction of future.

Authors and Affiliations

Nithya C
Department of Computer Science, Hindusthan College of Arts And Science, Coimbatore, India
Saravanan V
Department of Computer Science, Hindusthan College of Arts And Science, Coimbatore, India

Data Mining Techniques; Data Mining Algorithms; Data Mining Applications.

  1. Aarti Sharma et al, “Application of Data Mining – A Survey Paper”, International Journal of Computer Science and Information technologies’, Vol. 5 (2), 2014.
  2. Brijesh Kumar Baradwaj, Saurabh Pal” Mining Educational Data to Analyze Students Performance” (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 2, No. 6, 2011
  3. Nikita Jain, Vishal Srivastava “DATA MINING TECHNIQUES: A SURVEY PAPER” IJRET: International Journal of Research in Engineering and Technology, Volume: 02 Issue: 11 | Nov-2013.
  4. Prof. Dr. Wolfgang Karl Hardle,” Time Series Data Mining Methods: A Review”, Berlin, March 25, 2015.
  5. Pradnya P. Sondwale, “Overview of Predictive and Descriptive Data Mining Techniques” IJARCSSE, Volume 5, Issue 4, April 2015
  6. Neelamadhab Padhy, Dr. Pragnyaban Mishra “The Survey of Data Mining Applications And Feature Scope” International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.2, No.3, June 2012
  7. Harshna, NavneetKaur, “Survey paper on Data Mining techniques of Intrusion Detection”, International Journal of Science, Engineering and Technology Research (IJSETR) Volume 2, Issue 4, April 2013.
  8. https://www.google.co.in/search?q=kdd+process
  9. https://www.google.co.in/search?q=forms+of+data+preprocessing.

Publication Details

Published in : Volume 4 | Issue 11 | November-December 2018
Date of Publication : 2018-11-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 16-24
Manuscript Number : IJSRSET1841079
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

Nithya C , Saravanan V, " An Overview of Data Mining Techniques and Applications and its Future Scope, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 11, pp.16-24, November-December-2018. Available at doi : https://doi.org/10.32628/IJSRSET1841079      Journal URL : https://res.ijsrset.com/IJSRSET1841079

Article Preview