Modified BPN Based RNA Secondary Structure Classification

Shailendra Singh|Ruchi Mann

ISBN 10: 3659623792 / ISBN 13: 9783659623790

Verlag: LAP LAMBERT Academic Publishing, 2014

Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Singh ShailendraShailendra 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 . Bestandsnummer des Verkäufers 5169134

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: 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.

Bibliografische Details

Titel: Modified BPN Based RNA Secondary Structure ...
Verlag: LAP LAMBERT Academic Publishing
Erscheinungsdatum: 2014
Einband: Softcover
Zustand: New