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This book presents a unified framework for clustering based on a data recovery perspective. It examines clustering models, algorithms, and validation techniques with an emphasis on mathematical foundations and practical application to real-world data mining tasks. The text integrates theory, methodology, and case studies, making it suitable for researchers and practitioners seeking a rigorous approach to clustering.
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Publisher: Chapman & Hall/CRC
Publishing Year: 2005
ISBN: 978-1-58488-534-4
Pages: 277