Downloads: 180 | Views: 298 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 9 Issue 4, April 2020 | Popularity: 7 / 10
Extraction of Contact Maps for Cervical and Breast Cancer Proteins 3d-Structures
Pokuri Deepika, Dr. K. Suvarna Vani
Abstract: Protein contact map prediction is one of the major research problems in bioinformatics. By this prediction contact map and feature extraction of the primary sequence is known which is useful for determining contact maps. Many researchers have worked on predicting contact maps from protein sequences using different techniques and proposed different prediction algorithms but the accurate result is not determined. In the proposed method the contact map prediction problem based on the primary sequence is performed. Feature extraction method is proposed to extract different features from the protein sequences. After that different machine learning methods are applied to predict contact maps from that features of contact maps like number of atoms. Machine learning algorithms efficiently handle the prediction. The results are better than the existing methods which validate the simple analysis on different Breast Cancer and Cervical Cancer Proteins with Contact maps and feature extraction fields.
Keywords: Contact Map Prediction, Feature extraction, Breast Cancer and Cervical Cancer Protein Sequences, Protein Data Bank
Edition: Volume 9 Issue 4, April 2020
Pages: 229 - 234
Similar Articles
Downloads: 0
Survey Paper, Computer Science & Engineering, India, Volume 11 Issue 7, July 2022
Pages: 1023 - 1029A Survey and High-Level Design on Human Activity Recognition
Abhishikat Kumar Soni, Dhruv Agrawal, Md. Ahmed Ali, Dr. B. G. Prasad
Downloads: 0
Research Paper, Computer Science & Engineering, India, Volume 11 Issue 11, November 2022
Pages: 629 - 634A Face Spoof Detection using Feature Extraction and SVM
Lovely Pal, Renuka Singh
Downloads: 0
Research Paper, Computer Science & Engineering, India, Volume 13 Issue 8, August 2024
Pages: 1118 - 1122Enhancing Speech-to-Text Conversion with Convolutional Reinforcement Learning Algorithms
Pichika Ravikiran, Midhun Chakkaravarthy
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 12 Issue 5, May 2023
Pages: 2419 - 2423Hand Sign Language Translation System Using Machine Learning
Karampudi Dishank Jagadeeshnaidu
Downloads: 2
Research Paper, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022
Pages: 1556 - 1562Role of Reinforcement Learning in Financial Management Strategy
Soumya Shrivastava