Performance analysis of window functions for exon prediction in DNA sequences

Performance analysis of window functions for exon prediction in DNA sequences
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DOI:
10.1109/ccaa.2017.8229816
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发表时间:
2017-05
期刊:
2017 International Conference on Computing, Communication and Automation (ICCCA)
影响因子:
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通讯作者:
Sanyogita Sharma;Kanika Sandal;P. Garg;Sunil Datt Sharma
Sanyogita Sharma;Kanika Sandal;P. Garg;Sunil Datt Sharma
中科院分区:
其他
文献类型:
--
作者:
Sanyogita Sharma;Kanika Sandal;P. Garg;Sunil Datt Sharma

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In the recent years, discrete Fourier transform (DFT) played an important role for the prediction of exons in DNA sequences. The performance of DFT depends upon the window functions. Therefore, in this study the analysis of DFT using different window functions for protein coding region detection in DNA sequences has been done. Also the performance of different window functions has been compared based on the area under the curve (AUC).