The key classes of intelligent data analysis (IDA) methods are presented in this detailed introduction to the subject. The first part of the book discusses classical statistical issues. Subsequent chapters concentrate on machine learning and artificial intelligence, and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher level overview of the IDA process and illustrations of its application.
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The key classes of intelligent data analysis (IDA) methods are presented in this detailed introduction to the subject. The first part of the book discusses classical statistical issues. Subsequent chapters concentrate on machine learning and artificial intelligence, and provide introductions to the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a higher level overview of the IDA process and illustrations of its application.
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