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

Table of Contents:

Chapter One - An overview of urban data variety and respective value to urban computing
Chapter Two - Quality assessment for big mobility data
Chapter Three - Noise filter method for mobile trajectory data
Chapter Four - Modifiable areal unit problem in grided population density map
Chapter Five - Few-shot count estimation of mobility dynamics by scaling GPS
Chapter Six - Trip segmentation and mode detection for human mobility data
Chapter Seven - Benchmark of travel mode detection with smartphone GPS trajectories
Chapter Nine - Map-matching for low accuracy trajectory data
Chapter Ten - Social information labeling for individual mobile phone user
Chapter eleven - Web-based spatio-temporal data visualization technology for urban digital twin.