Study on the Issues and Challenges of Big Data

Exploring the Applications and Challenges of Clustering Techniques in Big Data Mining

Authors

  • Raju G.
  • Dr. Kampa Ratna Babu

Keywords:

data mining, big data, data, clustering techniques, applications, challenges, issues, meta-learning tool, algorithms, patterns

Abstract

Data mining is a procedure planned to survey logical data (commonly business or market related data - additionally recognized as Big Data). There are a few data mining techniques, for example, exception investigation, association, clustering, expectation and affiliation standard mining. In this examination a few applications and the significance of clustering is talked about. To analyze the gigantic volume of data, clustering algorithms help in giving a ground-breaking meta-learning device. Various clustering techniques (counting customary and the as of late created) in reference to huge data sets with their aces and cons are being talked about in this exploration. Clustering techniques are generally utilized in various field like picture preparing, data mining and so on for finding distinctive new designs in basic data. Bunch techniques are worried about creating calculation that is demonstrated to be valuable. Presently multi day's numerous old strategies for clustering have been adjusted and returned to mirror the reality of certain calculation and improved on the off chance that they give a favorable position.

Downloads

Published

2017-04-01

How to Cite

[1]
“Study on the Issues and Challenges of Big Data: Exploring the Applications and Challenges of Clustering Techniques in Big Data Mining”, JASRAE, vol. 13, no. 1, pp. 1002–1008, Apr. 2017, Accessed: Jul. 24, 2025. [Online]. Available: https://ignited.in/index.php/jasrae/article/view/6672

How to Cite

[1]
“Study on the Issues and Challenges of Big Data: Exploring the Applications and Challenges of Clustering Techniques in Big Data Mining”, JASRAE, vol. 13, no. 1, pp. 1002–1008, Apr. 2017, Accessed: Jul. 24, 2025. [Online]. Available: https://ignited.in/index.php/jasrae/article/view/6672