Description: Further DetailsTitle: Handbook of Mobility Data Mining, Volume 1Condition: NewDescription: 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. Further, the book introduces how to design MDM platforms that adapt to the evolving mobility environment, new types of transportation, and users based on an integrated solution that utilizes sensing and communication capabilities to tackle significant challenges faced by the MDM field. This volume focuses on how to efficiently pre-process mobile big data to extract and utilize critical feature information of high-dimensional city people flow. The book first provides a conceptual theory and framework, then discusses data sources, trajectory map-matching, noise filtering, trajectory data segmentation, data quality assessment, and more, concluding with a chapter on privacy protection in mobile big data mining.Author: Haoran ZhangContributor: Haoran Zhang (Edited by)Country/Region of Manufacture: USEAN: 9780443184284Format: PaperbackGenre: Business & FinanceISBN: 9780443184284Item Height: 229mmItem Length: 152mmItem Weight: 450gLanguage: EnglishPublisher: Elsevier - Health Sciences DivisionRelease Date: 01/26/2023Subtitle: Data Preprocessing and VisualizationTopic: Travel & Transport, Society & CultureRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Handbook of Mobility Data Mining, Volume 1
Contributor: Haoran Zhang (Edited by)
Country/Region of Manufacture: US
EAN: 9780443184284
Genre: Business & Finance
ISBN: 9780443184284
Item Height: 229mm
Item Weight: 450g
Release Date: 01/26/2023
Release Year: 2023
Subtitle: Data Preprocessing and Visualization
Title: Handbook of Mobility Data Mining, Volume 1
Topic: Society & Culture
Number of Pages: 300 Pages
Language: English
Publication Name: Handbook of Mobility Data Mining, Volume 1 : Data Preprocessing and Visualization
Publisher: Elsevier
Subject: Operations Research, General
Publication Year: 2023
Type: Textbook
Item Length: 9 in
Subject Area: Mathematics, Transportation, Social Science, Business & Economics
Author: Haoran Zhang
Item Width: 6 in
Format: Trade Paperback
