国际群体智能与进化计算杂志

抽象的

Advanced Distinctive Types of Clustering

Jagdish G

Clustering is that the task of dividing the population or data points into variety of groups such data points within the same groups are more just like other data points within the same group than those in other groups. In simple words, the aim is to separate groups with similar traits and assign them into clusters. It is a serious task of exploratory data processing, and a standard technique for statistical data analysis, utilized in many fields, including pattern recognition, image analysis, information retrieval, bioinformatics, data compression, special effects and machine learning.