tailieunhanh - Finding Minimal Neural Networks for Business Intelligence Applications
Finding Minimal Neural Networks for Business Intelligence Applications is Introduction; Feed-forward neural networks; Neural network training and pruning; Rule extraction; Business intelligence applications; Conclusion. | Finding Minimal Neural Networks for Business Intelligence Applications Rudy Setiono School of Computing National Universi ofSingap .sg rudys Outline Introduction Feed-forward neural networks Neural network training and pruning Rule extraction Business intelligence applications Conclusion References For discussion Time-series data mining using neural network rule extraction 2 Introduction Business Intelligence BI A set of mathematical models and analysis methodologies that exploit available data to generate information and knowledge useful for complex decision-making process. Mathematical models and analysis methodologies for BI include various inductive learning models for data mining such as decision trees artificial neural networks fuzzy logic genetic algorithms support vector machines and intelligent agents.
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