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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.
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.
This book contains selected papers presented at the 14th IFIP WG 9.2,... Læs mere
This book explores the possibility of using social media data for detecting socio-economic recovery activities.
This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently.
This book provides readers with an insight into the development of a novel method for regridding gridded spatial data, an operation required to perform the map overlay operation and apply map algebra when processing spatial data.
This handbook provides an overarching view of cyber security and digital forensic challenges related to big data and IoT environment, prior to reviewing existing... Læs mere
The contributors in this book share, exchange, and develop new concepts, ideas, principles, and... Læs mere
This book introduces text analytics as a valuable method for deriving insights from text data. The final part of Practical Text Analytics... Læs mere