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Big Data Preprocessing: Enabling Smart Data book cover by Julián Luengo, Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera
Hardcover

Big Data Preprocessing: Enabling Smart Data

by Julián Luengo, Diego García-Gil, Sergio Ramírez-Gallego, Salvador García and Francisco Herrera

Hardcover · 186 pages Springer International Publishing · 2020

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Hardcoverfrom $73.09
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About the book

Big Data Preprocessing

This book offers a comprehensible overview of  Big Data Preprocessing, which includes a formal description of each problem.  It also focuses on the most relevant proposed solutions. This book illustrates actual implementations of algorithms that helps the reader deal with these problems. 

This book stresses the gap that exists between big, raw data and the requirements of quality data that businesses are demanding. This is called Smart Data, and to achieve Smart Data the preprocessing is a key step, where the imperfections, integration tasks and other processes are carried out to eliminate superfluous information. The authors present the concept of Smart Data through data preprocessing in Big Data scenarios and connect it with the emerging paradigms of IoT and edge computing, where the end points generate Smart Data without completely relying on the cloud.

Finally, this book provides some novel areas of study that are gathering a deeper attention on the Big Data preprocessing. Specifically, it considers the relation with Deep Learning (as of a technique that also relies in large volumes of data), the difficulty of finding the appropriate selection and concatenation of preprocessing techniques applied and some other open problems.

Practitioners and data scientists who work in this field, and want to introduce themselves to preprocessing in large data volume scenarios will want to purchase this book. Researchers that work in this field, who want to know which algorithms are currently implemented to help their investigations, may also be interested in this book.


The book, Big Data Preprocessing: Enabling Smart Data [Bulk, Wholesale, Quantity] ISBN#9783030391041 in Hardcover by Julián Luengo, Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Authors
Julián Luengo, Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera
Format
Hardcover
Published
Mar 17, 2020
ISBN-13
9783030391041
Pages
186
Printing
Printed on demand
Buying for a group

Big Data Preprocessing in bulk: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

CopiesPrice per copyYou save
25 – 49 $74.79 12% off list
50 – 99 $73.94 13% off list
100+ $73.09 14% off list
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