Handbook of Mobility Data Mining, Volume 2 : Mobility Analytics and Prediction

Language: English

Published by Elsevier Inc, 2023

0443184240 / 9780443184246

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Handbook of Mobility Data Mining, Volume Two: Mobility Analytics and Prediction 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 introduces how to design MDM platforms that adapt to the evolving mobility environment and new types of transportation and users. This helpful guide provides a basis for how to simulate and predict mobility data. After an introductory theory chapter, the book then covers crucial topics such as long-term mobility pattern analytics, mobility data generators, user information inference, Grid-based population density prediction, and more. The book concludes with a chapter on graph-based mobility data analytics. The information in this work is crucial for researchers, engineers, operators, company administrators, and policymakers in related fields, to comprehensively understand current technologies' infra-knowledge structure and limitations.…

Seller Inventory # 9780443184246

Title
Handbook of Mobility Data Mining, Volume 2 : Mobility Analytics and Prediction
Author
Haoran Zhang
Publisher
Elsevier Inc
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0443184240
ISBN 13
9780443184246
Item weight
289 grams
Dimensions
229x152x11 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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