A Review on Clustering Technique

Abstract

Abstract-Hidden Knowledge is very important in data mining field. Large data set have many hidden pattern which have very crucial information, Clustering is such technique which find the hidden pattern from the large data. Artificial Neural Network is very powerful tool in machine learning or in the field of computer visions. Competitive learning is used for Clustering in Neural network. Example of Competitive learning, SOM and ART are famous for clustering. SOM have the limitation of dimension, ART is good but computation cost is very high.

Content Based Image Clustering Technique Using Statistical Features and Genetic Algorithm

“…Partition is one of the methods of effective clustering, where the database is divided into groups in an iterative process. Clustering can be used to reduce the number of comparisons and improve recovery time when images are searched in a database [5]. Image clustering is considered to be a demanding field.…”