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This book presents a comprehensive treatment of data-mining concepts, models, and techniques. It systematically covers foundational methods — including classification, clustering, association analysis, regression, and evaluation metrics — as well as advanced models and real-world applications in domains such as medicine, biology, and engineering. Designed for students, researchers, and practitioners, the book balances theory with practical examples and emphasizes rigorous data-mining methodology.
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Publisher: Springer
Publishing Year: 2011
ISBN: 978-3-642-19720-8
Pages: 457