Fengchao, "An improved Single-Pass
clustering algorithm internet-oriented network topic detection," in Proceedings of the 4th International Conference on Intelligent Control and Information Processing (ICICIP '13), pp.
In contrast, the FCRM
clustering algorithm with hyperplane-shaped cluster prototypes provides much more explanatory power, especially due to its multivariate nature.
To reduce the influence of the texture details in ground objects on the edge detection of UAVRSI, a spatial
clustering algorithm is used to achieve the homogenous regions by clustering the remote sensing images.
Therefore, we proposed an approach based on a fast
clustering algorithm to reduce the number of the majority data from the imbalanced data.
The author [14] proposed a distributed
clustering algorithm for mobile wireless sensor networks shortly called ALM, improving the network stability and saving the energy consumption while keeping the network connectivity, but the security of CH gains no attention.
Enhanced K-Means
Clustering Algorithm to Reduce Time Complexity for Numeric Values.
[2] A clustering Routing Protocol for Energy Balance of WSN based on Genetic
Clustering Algorithm, 2012.
Clustering algorithm reduces the abnormal data, unknown data the data loss and brings negative effect of noise data.
Clustering performance indicators are the VI measured values , if the VI is smaller (larger) the results of
clustering algorithm will be better (worse).
Clustering algorithm is involved in various fields, such as mathematics, computer science, and statistics.