Feature Dimension Reduction Algorithm Based Prediction Method for Protein Quaternary Structure
نویسندگان
چکیده
منابع مشابه
PCA and SOM based Dimension Reduction Techniques for Quaternary Protein Structure Prediction
Proteins play a vital role in every organism. The role played by a protein is mostly due to its structure and hence predicting the structure of a protein is important. There are vast numbers of experimental techniques that can be used to predict the structure of a protein but these are very time consuming, expensive and tedious. As such, research is going on to develop approaches using soft-com...
متن کاملM-TASSER: an algorithm for protein quaternary structure prediction.
In a cell, it has been estimated that each protein on average interacts with roughly 10 others, resulting in tens of thousands of proteins known or suspected to have interaction partners; of these, only a tiny fraction have solved protein structures. To partially address this problem, we have developed M-TASSER, a hierarchical method to predict protein quaternary structure from sequence that in...
متن کاملDeveloping a Filter-Wrapper Feature Selection Method and its Application in Dimension Reduction of Gen Expression
Nowadays, increasing the volume of data and the number of attributes in the dataset has reduced the accuracy of the learning algorithm and the computational complexity. A dimensionality reduction method is a feature selection method, which is done through filtering and wrapping. The wrapper methods are more accurate than filter ones but perform faster and have a less computational burden. With ...
متن کاملprediction algorithm for torque ripple reduction in dtc-based drives
in direct torque control, the selection of an applied voltage vector is based on the measuredparameters at the beginning of the sampling period. the delay between the measurement and the application of the voltage vector is the origin of an extra torque ripple. in this paper, a new predictive controller is proposed for compensating this delay and reducing the torque ripple. the stator current i...
متن کاملA Parallel Genetic Algorithm Based Method for Feature Subset Selection in Intrusion Detection Systems
Intrusion detection systems are designed to provide security in computer networks, so that if the attacker crosses other security devices, they can detect and prevent the attack process. One of the most essential challenges in designing these systems is the so called curse of dimensionality. Therefore, in order to obtain satisfactory performance in these systems we have to take advantage of app...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Wireless and Microwave Technologies
سال: 2012
ISSN: 2076-1449,2076-9539
DOI: 10.5815/ijwmt.2012.05.04