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Human mobility synthesis using matrix and tensor factorizations

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References

2010Limits of Predictability in Human Mobility3,230 cited
2011Friendship and mobility2,912 cited
2009Inferring friendship network structure by using mobile phone data1,858 cited
2009Eigenbehaviors: identifying structure in routine504 cited
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2013Interdependence and predictability of human mobility and social interactions150 cited
2008What did you do today?120 cited
2021Far Out: Predicting Long-Term Human Mobility99 cited
2012Predictability of individuals' mobility with high-resolution positioning data90 cited
2011Discovering daily routines from Google Latitude with topic models49 cited
2013Where to go from here? Mobility prediction from instantaneous information48 cited

Cited by

2019Detecting and understanding urban changes through decomposing the numbers of visitors’ arrivals using human mobility data22 cited
2022Uncovering the spatiotemporal motif patterns in urban mobility networks by non-negative tensor decomposition14 cited
2020Detection of base travel groups with different sensitivities to new high-speed rail services: Non-negative tensor decomposition approach13 cited

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2017

Using check-in features to partition locations for individual users in location based social network

10 cited

2018Feature Extraction of Inter-Region Travel Pattern Using Random Matrix Theory and Mobile Phone Location Data8 cited

2016A semi-supervised social relationships inferred model based on mobile phone data6 cited

2021A method for extracting travel patterns using data polishing5 cited