|
 Название: Handbook of Mobility Data Mining, Volume 1: Data Preprocessing and Visualization
Автор: Haoran Zhang
Издательство: Elsevier
Год: 2023
Страниц: 224
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
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.
The handbook includes three volumes:
Volume 1: Data Preprocessing and Visualization focuses on how to efficiently preprocess mobility Big Data to extract and utilize critical feature information of high-dimensional city people flow. It first provides a conceptual theory and framework, then goes on to discuss data sources, trajectory map matching, noise filtering, trajectory data segmentation, data quality assessment, and more. It concludes with a chapter on mobility Big Data visualization.
Скачать Handbook of Mobility Data Mining, Volume 1: Data Preprocessing and Visualization
|
Автор: Ingvar16 11-02-2023, 15:40 | Напечатать |
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
|
|
|
 |
Big Data and Mobility as a Service Название: Big Data and Mobility as a Service Автор: Haoran Zhang, Xuan Song Издательство: Elsevier Год: 2022 Страниц: 308 Язык: английский Формат:... |
|
| |
|
|
 |
Data Mining and Data Warehouse Название: Data Mining and Data Warehouse Автор: Robert Karamagi Издательство: Amazon.com Services LLC Год: 2020 Страниц: 969 Язык: английский... |
|
|
 |
Handbook of Mobile Data Privacy Название: Handbook of Mobile Data Privacy Автор: Aris Gkoulalas-Divanis Издательство: Springer Год: 2018 Страниц: 403 Формат: PDF, EPUB Размер: 48 Mb... |
|
|
|
|
|
Навигация
Вход на сайт
Реклама
Handbook of Mobility Data Mining, Volume 1: Data Preprocessing and Visualization 
