Modified BPN Based RNA Secondary Structure Classification: Secondary Structure Classification - Softcover

Singh, Shailendra; Mann, Ruchi

 
9783659623790: Modified BPN Based RNA Secondary Structure Classification: Secondary Structure Classification
Softcover
ISBN 10: 3659623792 ISBN 13: 9783659623790
Verlag: LAP LAMBERT Academic Publishing, 2014

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.

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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.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3659623792
ISBN 13 
9783659623790
Einband
Taschenbuch
Anzahl der Seiten
104
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Muse
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