Protein coding regions are commonly diffused with non-coding regions due to 1/f
background noise in such a way that a viable discernment between the two regions …

Promoters are modular DNA structures that contain complex regulatory elements required
for the initiation of gene transcription. Therefore, the use of machine learning methods to …

Background Gene prediction is one of the most important steps in the genome annotation
process. A large number of software tools and pipelines developed by various computing …

Gene identification is at the center of genomic studies. Although the first phase of the
Encyclopedia of DNA Elements (ENCODE) project has been claimed to be complete, the …

The identification of splice site, or segments of an RNA gene where noncoding and coding
sequences are connected in the 5′ and 3′ directions, is an essential post-transcriptional …

The identification of protein coding regions (exons) plays a critical role in eukaryotic gene
structure prediction. Many techniques have been introduced for discriminating between the …

Post-transcriptional splicing of ribonucleic acid (mRNA) entails removing regions of RNA
sequences (Introns) that do not include information for protein synthesis. Thus, accurate …

The existing model-independent methods for the detection of exons in DNA could not prove
to be ideal as commonly employed fixed window length strategy produces spectral leakage …

Background Identifying splice site regions is an important step in the genomic DNA
sequencing pipelines of biomedical and pharmaceutical research. Within this research …

A vast amount of sequence data has been generated due to advancements in DNA
sequencing technology. This exponential increase requires new and efficient methods for …