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ExSep: An exon separation process using Neural Skyline Filter

机译:ExSep:使用神经天际线滤镜的外显子分离过程

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Exons and Introns are complimentary parts of DNA and RNA. Due to excessive data set in biological science, it is sometimes very expensive and costly to extract meaningful information from such data set. To accelerate efficient and faster exons separation an automated system designed under Neural Skyline Filter(NeuralSF) and Bloom filter. This development allows the comparative analysis on performances among NeuralSF, Bloom Filter and processing without filter. The outcome of the experiments and simulations shows that NeuralSF outperforms other processes in both the cases as number of exons finding and timing. This system may help to reduce the redundant data set from large number of collections. Apart from that it will enable to handle big biological data.
机译:外显子和内含子是DNA和RNA的互补部分。由于生物科学中过多的数据集,有时从此类数据集中提取有意义的信息有时非常昂贵且昂贵。为了加快有效和更快的外显子分离,在神经天际线过滤器(NeuralSF)和Bloom过滤器下设计了一个自动化系统。这一发展使得可以对NeuralSF,Bloom过滤器和不使用过滤器的处理之间的性能进行比较分析。实验和模拟的结果表明,在两种情况下,神经外显子的发现数量和时机都优于NeuralSF。该系统可以帮助减少大量集合中的冗余数据集。除此之外,它将能够处理大的生物学数据。

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