DNA genom dizilimi üzerinde dijital sinyal işleme teknikleri kullanılarak elde edilen ekson ve intron bölgelerinin EfficientNetB7 mimarisi ile sınıflandırılması-Reference-Cited by-同舟云学术

DNA genom dizilimi üzerinde dijital sinyal işleme teknikleri kullanılarak elde edilen ekson ve intron bölgelerinin EfficientNetB7 mimarisi ile sınıflandırılması

Published:2021-10-02 Issue: Volume: Page:
ISSN:1300-1884
Container-title:Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
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Author:

AKALIN Fatma,YUMUŞAK Nejat

Publisher

Journal of the Faculty of Engineering and Architecture of Gazi University

Subject

General Engineering,Architecture

Reference23 articles.

1. [1] Barman S., Saha S., Mandal A., and Roy M., Prediction of protein coding regions of a DNA sequence through spectral analysis, 2012 International Conference on Informatics, Electronics and Vision, pp. 12–16, 2012, doi: 10.1109/ICIEV.2012.6317389.

2. [2] Yu N., Li Z. and Yu Z., Survey on encoding schemes for genomic data representation and feature learning-from signal processing to machine learning, Big Data Mining and Analytics, 1(3), 191–210, 2018, doi:10.26599/BDMA.2018.9020018.

3. [3] Hota M. K. and Srivastava V. K., Performance analysis of different DNA to numerical mapping techniques for identification of protein coding regions using tapered window based short-time discrete Fourier transform , ICPCES 2010 - International Conference on Power, Control and Embedded Systems, pp. 0–3, 2010, doi: 10.1109/ICPCES.2010.5698675.

4. [4] Das B. and Türkoglu I., Sayisal haritalama teknikleri ve Fourier dönüsümü kullanilarak DNA dizilimlerinin siniflandirilmasi, Journal of the Faculty of Engineering and Architecture of Gazi University, 31(4), 921–932, 2016, doi: 10.17341/gazimmfd.278447.

5. [5] Das L., Das J. K. and Nanda S., Detection of exon location in eukaryotic DNA using a fuzzy adaptive Gabor wavelet transform, Genomics, 112(6), 4406–4416, 2020, doi: 10.1016/j.ygeno.2020.07.020.

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