Methodology Review: Clustering Methods

review of radiographic methods in dental implantology

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A Review of Clustering Methodology for Gene Expression Data

Evolution of Advanced Clustering Methods in WSN: A Review

The use of wireless sensor networks has grown tremendously in the last decade, wireless sensor networks are used in wide variety of applications. Nodes in WSN have limited battery lifetime that affects the performance of the network. Scalability is also a major concern. The use of clustering in WSN provides a solution to this. Many improvements have been made in the basic clustering protocols ....

A Comprehensive Review on Different Mixed Data Clustering Ensemble Methods

An extensive amount of work has been done in data clustering research under the unsupervised learning technique in Data Mining during the past two decades. Moreover, several approaches and methods have been emerged focusing on clustering diverse data types, features of cluster models and similarity rates of clusters. However, none of the single clustering algorithm exemplifies its best nature i...

A Review of Nonnegative Matrix Factorization Methods for Clustering

Nonnegative Matrix Factorization (NMF) was first introduced as a low-rank matrix approximation technique, and has enjoyed a wide area of applications. Although NMF does not seem related to the clustering problem at first, it was shown that they are closely linked. In this report, we provide a gentle introduction to clustering and NMF before reviewing the theoretical relationship between them. W...