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Basel Abu-Jamous

2 accepted papers

2015

CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics

ICASSP 2015accepted

In this paper, we propose a new consensus clustering algorithm, which is based on an existing clustering paradigm, called enhanced splitting merging awareness tactics (E-SMART). The problem of determining the number of clusters, which affects many state-of-theart consensus clustering algorithms, is…

Cited by 0SourceScholar
2015

Scalable clustering based on enhanced-SMART for large-scale FMRI datasets

ICASSP 2015accepted

In this paper, we propose a scalable clustering paradigm to address the problems of excessive computational load and limited clustering performance in large-scale data. The proposed method employs the enhanced splitting merging awareness tactics (E-SMART) algorithm. The large-scale dataset is divide…

Cited by 0SourceScholar