Clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning, data mining, pattern recognition, image analysis and …
Data Mining is the procedure of extracting information from a data set and transforms information into comprehensible structure for processing. Clustering is data mining …
D Sisodia, L Singh, S Sisodia… - International Journal of …, 2012 - researchgate.net
Partitioning a set of objects into homogeneous clusters is a fundamental operation in data mining. The operation is needed in a number of data mining tasks. Clustering or data …
T Velmurugan, T Santhanam - Information Technology Journal, 2011 - researchgate.net
Clustering is one of the most important research areas in the field of data mining. Clustering means creating groups of objects based on their features in such a way that the objects …
M Kaushik, B Mathur - International Journal of Software & Hardware …, 2014 - academia.edu
Clustering is a process of keeping similar data into groups. Clustering is an unsupervised learning technique as every other problem of this kind; it deals with finding a structure in a …
J Irani, N Pise, M Phatak - International journal of computer …, 2016 - researchgate.net
Clustering is an unsupervised learning technique which aims at grouping a set of objects into clusters so that objects in the same clusters should be similar as possible, whereas …
In the field of data mining, clustering has shown to be an important technique. Numerous clustering methods have been devised and put into practice, and most of them locate high …
SK Popat, M Emmanuel - International journal of computer science and …, 2014 - Citeseer
Clustering is an automatic learning technique which aims at grouping a set of objects into clusters so that objects in the same clusters should be similar as possible, whereas objects …
S Firdaus, MA Uddin - … Journal of Computer Science Issues (IJCSI …, 2015 - researchgate.net
Clustering is a technique to group the data objects in such a way that the data objects of a group are similar to each other in that group and dissimilar to the data objects of other …