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Part I: The Data Mining Process Using Neural Networks.
Introduction to Neural Networks.
Data Preparation.
Neural Network Models and Architectures.
Training and Testing Neural Networks.
Analyzing Neural Networks for Decision Support.
Deploying Neural Network Applications.
Intelligent Agents and Automated Data Mining.
Part II: Data Mining Application Case Studies.
Real Estate Pricing Model.
Customer Ranking Model.
Sales Forecasting.
IBM Neural Network Utility.
fuzzy Logic.
Genetic Algorithms.
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Add Data mining with neural networks, This practical,case study book is an essential tool for information systems managers and others who want to apply neural network technology and the techniques of data mining to solve common business problems such as forecasting sales and inventory pattern, Data mining with neural networks to your collection on WonderClub |