Modified BPN Based RNA Secondary Structure Classification: Secondary Structure Classification - Couverture souple

Singh, Shailendra; Mann, Ruchi

 
9783659623790: Modified BPN Based RNA Secondary Structure Classification: Secondary Structure Classification
Couverture souple
ISBN 10 : 3659623792 ISBN 13 : 9783659623790
Editeur : LAP Lambert Academic Publishing, 2014

Synopsis

The idea of this work is to classify the RNA secondary structure elements using the modified backpropagation neural network. RNA secondary structure contains elements like helix, hairpin, internal loop, external loop, multi branch loop, bulge etc.The hairpin, non hairpin, helix and non helix portions are extracted using the representative and the secondary structure. Since sequences are strings of alphabets A, U, C, G and vary in length so they can’t be used as such for inputs of neural network. The feature vector is extracted from sequences. Feature vector has eight parameters.

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À propos de l'auteur

Shailendra Singh is a faculty member in computer science and engineering department at PEC University of Technology, Chandigarh. His research interest includes bioinformatics, NLP and soft computing. He has received several awards and recognition in teaching and conferences. He has contributed more than 50 research papers.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659623792
ISBN 13 
9783659623790
Reliure
Broché
Nombre de pages
104
Coordonnées du fabricant
non disponible
Personne responsable
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