StructurePrediction(PSSP)NEURALNETWORK(NN)Α-HELIX(H)Protein Secondary Structure Prediction (PSSP) is considered as one of the major challenging tasks in bioinformatics, so many solutions have been proposed to solve that problem via trying to achieve more accurate prediction results. The goal of ...
MCP(Multi-Component learning machine to Predict protein secondary structure)是一种多组分学习机器,用于预测蛋白质的二级结构。该方法基于大量的已知蛋白质序列和实验测定的二级结构信息进行训练,通过学习这些数据的模式和规律来预测未知蛋白质的二级结构。MCP利用了多个组件和算法,包括神经网络、支持向量机等,以提高预测...
random fields in protein secondary structure prediction.This paper gave the method of constructing the model and the algorithms to train and decode the model and used the model to predict the second structure of a famous protein dataset(CB513).Finally compared the results with some other methods....
ANTHEPROT: a package for protein sequence analysis using a microcomputer A simple microcomputer package is described to make the theoretical analysis of protein sequences. Several methods designed to compare two sequences, to model proteolytic reactions and to predict the secondary structure, the hydro...
Multi-Class Support Vector Machines for Protein Secondary Structure Prediction The solution of binary classification problems using the Support Vector Machine (SVM) method has been well developed. Though multi-class classification is ... MN Nguyen,JC Rajapakse - 《Genome Informatics》 被引量: 103发表...
Predicting alpha-helix and beta-strand segments of globular proteins. Sequence AlignmentProtein Structure, SecondaryProtein Structure, TertiaryProtein FoldingMolecular StructureAmino Acid SequenceComputer Simulation... VV Solovyev - 《Computer Applications in the Biosciences》 被引量: 236发表: 1994年 Protein...
Prediction of protein secondary structure at better than 70% accuracy. We have trained a two-layered feed-forward neural network on a non-redundant data base of 130 protein chains to predict the secondary structure of water-so... B Rost,C Sander - 《Journal of Molecular Biology》 被引量: ...
Prediction of protein secondary structure at better than 70% accuracy. We have trained a two-layered feed-forward neural network on a non-redundant data base of 130 protein chains to predict the secondary structure of water-so... B Rost,C Sander - 《Journal of Molecular Biology》 被引量: ...
Combining statistical models for protein secondary structure prediction Buy this eBook * Final gross prices may vary according to local VAT. Get Access AbstractWe investigate the problem of combining experts to predict the secondary structure of globular proteins. We first present two different statistica...
Methods in molecular biology (Clifton, N.J.)Uversky, V.N. How to Predict Disorder in a Protein of Interest, in Prediction of Protein Secondary Structure; Zhou, Y., Kloczkowski, A., Eds.; Springer: New York, NY, USA, 2017; pp. 137-158....