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Subject(s): Dissertations, Academic -- Department of Computational and Theoretical Sciences -- IIUM Summary: High energy physics (HEP) simulation and experimentation data are often high dimensional containing high number of features. A beyond standard model (BSM) dataset that is the supersymmetry (SUSY) event simulation dataset was clustered us