Ponencia
Evolutionary Protein Contact Maps Prediction Based on Amino Acid Properties
Autor/es | Márquez Chamorro, Alfonso Eduardo
Divina, Federico Aguilar Ruiz, Jesús Salvador |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2011 |
Fecha de depósito | 2022-05-20 |
Publicado en |
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ISBN/ISSN | 978-3-642-21221-5 0302-9743 |
Resumen | Protein structure prediction is one of the main challenges in
Bioinformatics. An useful representation for protein 3D structure is the
protein contact map. In this work, we propose an evolutionary approach
for contact ... Protein structure prediction is one of the main challenges in Bioinformatics. An useful representation for protein 3D structure is the protein contact map. In this work, we propose an evolutionary approach for contact map prediction based on amino acids physicochemical properties. The evolutionary algorithm produces a set of rules that identifies contacts between amino acids. The rules obtained by the algorithm imposes a set of conditions on four amino acid properties in order to predict contacts. Results obtained confirm the validity of the proposal. |
Cita | Márquez Chamorro, A.E., Divina, F. y Aguilar Ruiz, J.S. (2011). Evolutionary Protein Contact Maps Prediction Based on Amino Acid Properties. En HAIS 2011: 6th International Conference on Hybrid Artificial Intelligence Systems (303-310), Wroclaw, Poland: Springer. |
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