Title :
An Intelligent System for Pattern Recognition and Time Series Prediction using Modular Neural Networks
Author :
Melin, Patricia ; Mendoza, Olivia ; Soto, Miguel ; Gutierez, Maribel ; Solano, Daniel
Author_Institution :
Tijuana Inst. of Technol., Tijuana
Abstract :
On this research work we present a software tool to experiment with new neural multi-net structures, incuding ensemble and modular approaches. This tool allow us to draw models, set parameters, save as project and generate files with results, always in a user friendly graphic enviroment. Other feature is the implementation of the Sugeno Integral formulas, this program was developed to allow the combination of any number of elements.
Keywords :
knowledge based systems; neural nets; pattern recognition; software tools; time series; Sugeno Integral formulas; intelligent system; modular neural networks; neural multinet structures; pattern recognition; software tool; time series prediction; user friendly graphic enviroment; Bayesian methods; Graphics; Intelligent networks; Intelligent structures; Intelligent systems; Mathematical model; Neural networks; Pattern recognition; Software tools; System testing;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.246932