Handbook of mobility data mining. Volume One, Data preprocessing and visualization /

"Handbook of Mobility Data Mining, Volume One: Data Preprocessing and Visualization introduces the fundamental technologies of mobile big data mining (MDM), advanced AI methods, and upper-level applications, helping readers comprehensively understand MDM with a bottom-up approach. The book expl...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Zhang, Haoran (College teacher) (Editor)
Format:	eBook
Language:	English
Published:	Amsterdam, Netherlands ; Cambridge, MA : Elsevier, [2023]
Subjects:	Big data. Data mining. Données volumineuses. Exploration de données (Informatique) Big data Data mining Electronic books.
Online Access:	Connect to the full text of this electronic book

Description
Summary:	"Handbook of Mobility Data Mining, Volume One: Data Preprocessing and Visualization introduces the fundamental technologies of mobile big data mining (MDM), advanced AI methods, and upper-level applications, helping readers comprehensively understand MDM with a bottom-up approach. The book explains how to preprocess mobile big data, visualize urban mobility, simulate and predict human travel behavior, and assess urban mobility characteristics and their matching performance as conditions and constraints in transport, emergency management, and sustainability development systems. The book contains crucial information for researchers, engineers, operators, administrators, and policymakers seeking greater understanding of current technologies' infra-knowledge structure and limitations."--Provided by Publisher.
Physical Description:	1 online resource : illustrations (some color)
Bibliography:	Includes bibliographical references and index.
ISBN:	0443184291 9780443184291