Understanding Complex Datasets (eBook, PDF)
Data Mining with Matrix Decompositions
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Presenting the underlying matrix theory and explaining its effectiveness as a tool, this work demonstrates how to build models of complex data using real-world scientific and engineering systems, and focuses on a range of applications such as information retrieval, topic detection, and social network analysis.
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