期刊名称：Indian Journal of Innovations and Developments
印刷版ISSN：2277-5382
电子版ISSN：2277-5390
出版年度：2015
卷号：4
期号：7
页码：1-7
语种：English
出版社：Indian Society for Education and Environment
摘要：Objectives: To achieve the accuracy of clustering performances higher and to optimize the scalable approaches. Methods: Constrained spectral clustering and optimization algorithms are used to analyze and evaluate the large dataset. It is used to produce quality of clustering results. Findings: The proposed method achieves high performance in terms of precision, recall and accuracy. Application/Improvements: The proposed system is done by using optimization algorithm and pairwise constraints concepts. The optimization algorithm is used to increase the clustering accuracy and produce more optimal performances.
其他摘要：Objectives: To achieve the accuracy of clustering performances higher and to optimize the scalable approaches. Methods: Constrained spectral clustering and optimization algorithms are used to analyze and evaluate the large dataset. It is used to produce quality of clustering results. Findings: The proposed method achieves high performance in terms of precision, recall and accuracy. Application/Improvements: The proposed system is done by using optimization algorithm and pairwise constraints concepts. The optimization algorithm is used to increase the clustering accuracy and produce more optimal performances.
关键词：Constrained Spectral Clustering; Scalability and Optimization.
