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Data Mining with Computational Intelligence
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With the aim to find unknown patterns of data, methodology derived from statistical data mining, machine learning and artificial intelligence, and is being used successfully in application areas such as bioinformatics, banking, retail, and many others. Wang and Fu present in detail the state of the art of how to utilize fuzzy neural network, multilayer perceptron artificial neural network, radial basis function neural networks, genetic algorithms and support vector machines in the application. They focused on three main tasks of data mining: data dimension reduction, classification, and extraction rules.
Computer eBook Details
- ISBN-10: 3540245227
- ISBN-13: 9783540245223
- Publisher: Springer
- Pages: 276
- Date: September 2005
- Series: Advanced Information and Knowledge Processing