An approach to DNA sequence classification through machine learning: DNA sequencing, K Mer counting, thresholding, sequence analysis
Abstract Machine learning (ML) has been instrumental in optimal decision making through
relevant historical data, including the domain of bioinformatics. In bioinformatics …
relevant historical data, including the domain of bioinformatics. In bioinformatics …
DNA Classification For Finding E. coli
N Ananya, PR Kumar, DN Asritha… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This study presents an innovative approach to classify DNA sequences for the accurate
detection of Escherichia coli (E. coli) bacteria using machine learning. E. coli is a common …
detection of Escherichia coli (E. coli) bacteria using machine learning. E. coli is a common …
Gene Promoter Identification Using Machine Learning
A Sahu, V Srivastava - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
Gene expression is the process composed of two steps ie transcription and translation.
Transcription involves turning DNA into RNA and translation involves turning RNA into …
Transcription involves turning DNA into RNA and translation involves turning RNA into …
Promoter identification in DNA sequences using machine learning
The quest to extract vital information regarding protein-coding genes has always fascinated
scientific community. However, there is scarcity of experimental data on internal mechanism …
scientific community. However, there is scarcity of experimental data on internal mechanism …
Classifying promoters by interpreting the hidden information of DNA sequences for disease prediction in clinical laboratories using Gaussian decision boundary …
N Gaspar, V Shanmuganathan… - Intelligent Decision …, 2024 - content.iospress.com
A promoter is a brief stretch of DNA (100–1,000 bp) where RNA polymerase starts to
transcribe a gene. A DNA (Deoxyribonucleic Acid) base pair is a fundamental unit of DNA …
transcribe a gene. A DNA (Deoxyribonucleic Acid) base pair is a fundamental unit of DNA …