A Coherent Pattern Mining Algorithm Based on All Contiguous Column Bicluster

نویسندگان

چکیده

Microarray contains a large matrix of information and has been widely used by biologists bio data scientist for monitoring combinations genes in different organisms. The coherent patterns all continuous columns are mined gene microarray matrices. It is investigated, this study, the developing time series similarity measure columns, as well evaluation function verifying proposed algorithm corresponding biclusters. changes taken into account co-expression searched. In order to use common between sequences, defined paper. To validate efficiency mine biological at points, an biclusters effective Simulation experiments conducted verify significance biclusters, which include synthetic datasets real datasets. performance analyzed results show that highly efficient.

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ژورنال

عنوان ژورنال: Journal of artificial intelligence and technology

سال: 2022

ISSN: ['2766-8649']

DOI: https://doi.org/10.37965/jait.2022.0105