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Listar por tema "clustering quality indexes"

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    • An Experimental Study on Microarray Expression Data from Plants under Salt Stress by using Clustering Methods 

      Fyad, Houda; Barigou, Fatiha; Bouamrane, Karim (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2020)
      Current Genome-wide advancements in Gene chips technology provide in the “Omics (genomics, proteomics and transcriptomics) research”, an opportunity to analyze the expression levels of thousand of genes across multiple ...

    • Data-Aware Scheduling Strategy for Scientific Workflow Applications in IaaS Cloud Computing 

      Makhlouf, Sid Ahmed; Yagoubi, Belabbas (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2019)
      Scientific workflows benefit from the cloud computing paradigm, which offers access to virtual resources provisioned on pay-as-you-go and on-demand basis. Minimizing resources costs to meet user’s budget is very important ...

    • S-Divergence-Based Internal Clustering Validation Index 

      Kumar Sharma, Krishna; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (International Journal of Interactive Multimedia and Artificial Intelligence, 12/2023)
      A clustering validation index (CVI) is employed to evaluate an algorithm’s clustering results. Generally, CVI statistics can be split into three classes, namely internal, external, and relative cluster validations. Most ...