2 Layer SVM Classifier for Remote Protein Homology & Fold Recognition

Language: English

Published by LAP LAMBERT Academic Publishing Dez 2011, 2011

3847321080 / 9783847321088

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This item is printed on demand - Print on Demand Titel. Neuware -Advances in molecular biology in the past years have yielded an unprecedented amount of new protein sequences. The resulting sequences describe a protein in terms of the amino acids that constitute them without structural or functional protein information. Therefore, remote protein homology detection and fold recognition algorithms have become increasingly important to detect the structural homology in proteins where there are small or no similarity at all in the sequences compared. However, it is a challenging task to detect and classify this similarity with more biological meaning in the context of Structural Classification of Proteins (SCOP) database. This study presents a new computational framework based on two-layer SVM classifier that uses protein sequences as a primary source. The result shows that the Two-Layer SVM Classifier is capable to perform wellusing different versions of datasets and has outperformed existing methods, which implies the reliability of the framework.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 128 pp. Englisch.…

Seller Inventory # 9783847321088

Title
2 Layer SVM Classifier for Remote Protein Homology & Fold Recognition
Author
Mohd Hilmi Muda
Publisher
LAP LAMBERT Academic Publishing Dez 2011
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3847321080
ISBN 13
9783847321088
Item weight
209 grams
Dimensions
220x150x8 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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