International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 103

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 5, May 2016

A Review on Clustering of Uncertain Data

Manisha Padole, Sonali Bodkhe

Clustering is a crucial task in data mining. There are so many techniques for data mining which are continuously emerging since the concept of data mining has been taken into account. All the clustering methodologies focus on certain data or the known data. But very few methodologies focus on the clustering of uncertain data. By considering the uncertain data for clustering, the results of clustering algorithm get affected and can show any unwanted results. For example, in the sensor based applications the output can be uncertain if there is any errors in input (e. g. noise occurred during capturing information). In such situations, the algorithm must be strong enough to consider the uncertain data because the uncertain data is also important. As there is continuous increase in data accumulation in the databases we need to be more aware about to handle uncertain data. In this paper we will discuss about the data uncertainty and the various approaches to handle and cluster the uncertain data.

Keywords: Clustering, Uncertain data, FCM, KL-Divergence, clustering algorithm

Edition: Volume 5 Issue 5, May 2016

Pages: 1980 - 1983

Share this Article

How to Cite this Article?

Manisha Padole, Sonali Bodkhe, "A Review on Clustering of Uncertain Data", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV163845, Volume 5 Issue 5, May 2016, 1980 - 1983

Enter Your Email Address


Similar Articles with Keyword 'Clustering'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'Uncertain data'

Downloads: 99

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

Downloads: 105

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1546 - 1551

Mining Frequent Item Set Using Cluster Approach from Large Uncertain Database

Naveen Sarawgi, C. Malathy

Share this Article

Similar Articles with Keyword 'FCM'

Downloads: 106

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 955 - 959

A Hybrid Approach of Fuzzy C-mean Clustering and Genetic Algorithm (GA) to Improve Intrusion Detection Rate

Kamaldeep Kaur, Navjot Kaur

Share this Article

Downloads: 112

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2628 - 2633

Comparison of Fuzzy Algorithms on Images

Vikrant Dabas, Sachin Nandal, Prakhar Dogra

Share this Article

Similar Articles with Keyword 'clustering algorithm'

Downloads: 99

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 2253 - 2256

Survey on Hubness - Based Clustering Algorithms

Nikita Dhamal, Antara Bhatttacharya

Share this Article

Downloads: 103

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1373 - 1376

Filtering of Malicious Traffic Based on Optimal Source

Pikkili Mahendra, K. Raghavendra Rao

Share this Article
Top