Обложка Protein Secondary Structure Prediction
Название книги:

Protein Secondary Structure Prediction

Helical transmembrane region prediction using Adaptive Neuro-Fuzzy Inference System

LAP LAMBERT Academic Publishing (2011-03-20 )

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ISBN-13:

978-3-8443-1323-9

ISBN-10:
3844313230
EAN:
9783844313239
Язык Книги:
Английский
Краткое описание:
Over last many years, various computational models have been applied for solving various biological problems. Various transmembrane region predictors have been developed for prediction of secondary structure of proteins with varying levels of accuracy. This book provides Adaptive Neuro-Fuzzy Inference System (ANFIS) based model for predicting helical transmembrane region by acquiring the structural information of target protein directly from its sequence data. Also, a Fuzzy Inference System was developed using the same test set for comparing the performance of ANFIS model. The best configuration of ANFIS model with RMSE and accuracy as 40.92% and 76.76%, respectively, seems to outperform the fuzzy model, which attained RMSE and accuracy as 54.45% and 70.37%, respectively. The success of this approach suggests that it can find potential applications in other sequence-based analysis problems. The model decsribed in this book will be useful to bioinformaticians developing new and challenging models for solving different biological problems.
Издательский Дом:
LAP LAMBERT Academic Publishing
Веб-сайт:
http://www.lap-publishing.com/
By (author) :
Indu Khatri, Dr. A. K. Sharma
Количество страниц:
64
Опубликовано:
2011-03-20
Акции:
В наличии
Категория:
Информатика, ИТ
Цена:
4760.36 руб
Ключевые слова:
Adaptive Neuro Fuzzy Inference System, Fuzzy Inference System, Matlab, Principal Component Analysis, Protein secondary structure prediction, XLSTAT

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