Identifying Cancer Patients using DNA Micro -Array Data in Data Mining Environment

September 20, 2017 | Penulis: Journal of Science and Engineering | Kategori: Base Pair, Dna, Cluster Analysis, Gene, Chromosome
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Description: The purpose of this work is to Identifying Cancer Patients using DNA Micro -Array Data that use DNA chain...

Deskripsi

The purpose of this work is to Identifying Cancer Patients using DNA Micro -Array Data that use DNA chains which contain informational code to composition of the human body, methods are based on the idea of selecting a gene subset to distinguish all classes, it will bemore effective to solve a multi -class problem, and we will propose a genetic programming (GP) based approach to deal with the gene selection and classification tasks for biologicaldatasets. This biological dataset will be derived from multiple biological databases. The procedure responsible for extracting datasets called DNA-Aggregator. We will design a biological aggregator, which aggregates various datasets via DNA micro-arraycommunity-developed ontology. Our aggregator is composed of modules that retrieve thedata from various biological databases. It will also enable queries by other applications torecognize the genes. The genes will be categorized in groups based on a classification method, which collects similar expression patterns. Using a clustering method such as k-mean is required either to discover the groups of similar objects from the biological database to characterize the underlying data distribution.
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