@article{(Open Science Index):https://publications.waset.org/pdf/6644, title = {Predicting Protein Interaction Sites Based on a New Integrated Radial Basis Functional Neural Network}, author = {Xiaoli Shen and Yuehui Chen}, country = {}, institution = {}, abstract = {Interactions among proteins are the basis of various life events. So, it is important to recognize and research protein interaction sites. A control set that contains 149 protein molecules were used here. Then 10 features were extracted and 4 sample sets that contained 9 sliding windows were made according to features. These 4 sample sets were calculated by Radial Basis Functional neutral networks which were optimized by Particle Swarm Optimization respectively. Then 4 groups of results were obtained. Finally, these 4 groups of results were integrated by decision fusion (DF) and Genetic Algorithm based Selected Ensemble (GASEN). A better accuracy was got by DF and GASEN. So, the integrated methods were proved to be effective.}, journal = {International Journal of Computer and Information Engineering}, volume = {4}, number = {12}, year = {2010}, pages = {1855 - 1860}, ee = {https://publications.waset.org/pdf/6644}, url = {https://publications.waset.org/vol/48}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 48, 2010}, }