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However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic.... Læs mere
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This book presents a series of studies that demonstrate the value of interactions between... Læs mere
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This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while... Læs mere
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This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning.
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Usage of mobile data mining is addressed in the context of three applications: wireless communication optimization, applications of mobile data mining on the cellular... Læs mere
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This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics,... Læs mere
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This book provides an overview of data mining methods demonstrated by software. Chapter 3 covers fundamentals of market basket analysis, and Chapter 4 provides demonstration of RFM modeling, a basic marketing data mining tool.
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This open access book brings together a set of original studies that use cutting-edge computational methods to investigate conflict at various geographic scales and degrees of intensity and violence.
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This book contains selected papers presented at the 14th IFIP WG 9.2,... Læs mere
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This book explores the possibility of using social media data for detecting socio-economic recovery activities.