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An in-depth introduction to the principles and practical applications of data mining, covering essential models and techniques used for knowledge discovery. The book presents core methods such as classification, clustering, association analysis, and performance evaluation, with a focus on real-world applications in fields including medicine, biology, and engineering. It is part of the “Intelligent Systems Reference Library” series and is designed for students, researchers, and practitioners seeking a structured and rigorous overview of data mining methodologies.
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Publisher: Springer
Publishing Year: 2011
ISBN: 978-3642197208
Pages: 370