{"product_id":"9783319346861","title":"Studies in Big Data: Big Data on Small Devices","description":"\u003ch1\u003eStudies in Big Data: Big Data on Small Devices\u003c\/h1\u003e \u003ch2\u003eGaber, Mohamed Medhat; Stahl, Frederic; Gomes, João Bártolo\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eOwing to continuous advances in the computational power of handheld devices like smartphones and tablet computers, it has become possible to perform \u003cb\u003e\u003ci\u003eBig Data\u003c\/i\u003e\u003c\/b\u003e operations including modern data mining processes onboard these small devices. A decade of research has proved the feasibility of what has been termed as \u003cb\u003e\u003ci\u003eMobile Data Mining\u003c\/i\u003e\u003c\/b\u003e, with a focus on one mobile device running data mining processes. However, it is not before 2010 until the authors of this book initiated the \u003cb\u003e\u003ci\u003ePocket Data Mining (PDM)\u003c\/i\u003e\u003c\/b\u003e project exploiting the seamless communication among handheld devices performing data analysis tasks that were infeasible until recently. \u003cb\u003e\u003ci\u003ePDM\u003c\/i\u003e\u003c\/b\u003e is the process of collaboratively extracting knowledge from distributed data streams in a mobile computing environment. This book provides the reader with an in-depth treatment on this emerging area of research. Details of techniques used and thorough experimental studies are given. More importantly and exclusive to this book, the authors provide detailed practical guide on the deployment of \u003cb\u003e\u003ci\u003ePDM\u003c\/i\u003e\u003c\/b\u003e in the mobile environment. An important extension to the basic implementation of \u003cb\u003e\u003ci\u003ePDM\u003c\/i\u003e\u003c\/b\u003e\u003ci\u003e \u003c\/i\u003edealing with concept drift is also reported. In the era of \u003cb\u003e\u003ci\u003eBig Data\u003c\/i\u003e\u003c\/b\u003e, potential applications of paramount importance offered by \u003cb\u003e\u003ci\u003ePDM\u003c\/i\u003e\u003c\/b\u003e in a variety of domains including security, business and telemedicine are discussed.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2016-08-23\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319346861\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-02711-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 108\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47674372456588,"sku":"9783319346861","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319346861.jpg?v=1776535632","url":"https:\/\/lateknightbooks.com\/products\/9783319346861","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}