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Research Article

Protein Structure Prediction Using FCNN

Aditya Das1 Indrajeet Singh Yadav2 Er. Harjasdeep Singh3
1,2,3Department of computer science, Malout Institute of Management and Information Technology, Punjab, India

Published Online: January-February 2023

Pages: 01-07

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References

[1]. MALEKPOUR, S. A., NAGHIZADEH, S., PEZESHK, H., SADEGHI, M., AND ESLAHCHI, C. Protein secondary structure prediction using three neural
networks and a segmental semi-Markov model.
Mathematical Biosciences 217, 2 (2009), 145–150
[2]. POLLASTRI, G., PRZYBYLSKI, D., ROST, B., AND BALDI, P. Improving the prediction of protein secondary structure in three and eight classes using
recurrent neural networks and profiles. Proteins: Structure, Function, and Bioinformatics 47, 2 (2002), 228–235
[3]. SIDHARTH MALHOTRA AND ROBIN WALTERS Secondary Protein Structure Prediction Using Neural Networks.
[4]. JONES, D. T. Protein secondary structure prediction based on position-specific scoring matrices 1 1edited by g. von Heine. Journal of Molecular Biology
292, 2 (1999), 195–202
[5]. YOO, P. D., ZHOU, B. B., AND ZOMAYA, A. Y. Machine learning techniques for protein secondary structure prediction: an overview and evaluation.
Current Bioinformatics 3, 2 (2008).
[6]. SERVICES, P. S. D. D. Protein structure. Technical Brief 8 (2009).
[7]. KING, R. D., AND STERNBERG, M. J. Machine learning approach for the prediction of protein secondary structure. Journal of molecular biology 216, 2
(1990), 441–457.
[8]. YANG, J. Protein secondary structure prediction based on neural network models and support vector machines. Departments of Electrical Engineering,
Stanford University (2008)

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