Journal of Proteomics & Bioinformatics
Open Access
ISSN: 0974-276X
ISSN: 0974-276X
Department of Mathematics, Ibnou Tofail University, Kenitra, Morocco
Research Article
A Mathematical Model for Protein Structure Prediction and Analysis
Author(s): Zakaria Lamine*, Mohammed Wadia Mansouri and My Ismail Mamouni
In the aim of presenting a learning approach derived from algebraic topology for protein structure prediction, we will be showing how our quotient spaces could qualitatively give insight into how building good homomorphism’s can help identifying accurate neural networks. We will also be giving as an example of application the use of a model generated after extracting an algebraic invariant which is in our case a persistent diagram on some biological data, by encoding the two first homologies H1 to H0 using a boundary operator, the algorithms are originated from algebraic geometry. Basically two main algorithms are used the Buchberger’s algorithm and Shreyer’s algorithm... View More»
DOI:
10.35248/0974-276X.24.17.673