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ArticleHuman mobility synthesis using matrix and tensor factorizations

Dezhong Yao2014

Article2014

Human mobility synthesis using matrix and tensor factorizations

Dezhong Yao · Yu Chen · Hai Jin · Qiang Ding

24 citations·0/0 files stored·Information Fusion

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Human Mobility and Location-Based Analysis Data Management and Algorithms Traffic Prediction and Management Techniques

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References

2010Limits of Predictability in Human Mobility 2011Friendship and mobility 2009Inferring friendship network structure by using mobile phone data 2009Eigenbehaviors: identifying structure in routine 2006Predestination: Inferring Destinations from Partial Trajectories 2013Interdependence and predictability of human mobility and social interactions 2008What did you do today?2021Far Out: Predicting Long-Term Human Mobility

Cited by

2019Detecting and understanding urban changes through decomposing the numbers of visitors’ arrivals using human mobility data 2022Uncovering the spatiotemporal motif patterns in urban mobility networks by non-negative tensor decomposition 2020Detection of base travel groups with different sensitivities to new high-speed rail services: Non-negative tensor decomposition approach 2017Using check-in features to partition locations for individual users in location based social network 2018Feature Extraction of Inter-Region Travel Pattern Using Random Matrix Theory and Mobile Phone Location Data

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2017Mobile Big Data: The Fuel for Data-Driven Wirelessarticle · 6 shared references 2015Modeling and Understanding Intrinsic Characteristics of Human Mobilitychapter · 6 shared references 2014Understanding Activity Location Choice with Mobile Phone Datathesis · 6 shared references 2018Analyzing large-scale human mobility data: a survey of machine learning methods and applicationsarticle · 5 shared references 2013Where and what: Using smartphones to predict next locations and applications in daily lifearticle · 5 shared references 2021Putting human behavior predictability in contextarticle · 5 shared references

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Year2014

Typearticle

Published2014-06-12

VenueInformation Fusion

ISSN-L1566-2535

Languageen

Citations24

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1016/j.inffus.2014.05.005

openalex_workW2082490796

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2016A semi-supervised social relationships inferred model based on mobile phone data

2021A method for extracting travel patterns using data polishing