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IOHMM for location prediction with missing data
14 references·0 citing·34 second hop
IOHMM for location prediction with missing data (2015)IOHMM for location prediction with missin…Prediction of human emergency behavior and their mobility following large-scale disaster (2014)Prediction of human emergency…Check-in Location Prediction Using Wavelets and Conditional Random Fields (2014)Check-in Location Prediction …What's Your Next Move: User Activity Prediction in Location-based Social Networks (2013)What's Your Next Move: User A…Modeling and probabilistic reasoning of population evacuation during large-scale disaster (2013)Modeling and probabilistic re…Predictability of population displacement after the 2010 Haiti earthquake (2012)Predictability of population …Next place prediction using mobility Markov chains (2012)Next place prediction using m…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Friendship and mobility (2011)Friendship and mobilityEigenbehaviors: identifying structure in routine (2009)Eigenbehaviors: identifying s…Eigenbehaviors: identifying structure in routine (2009)Eigenbehaviors: identifying s…Understanding individual human mobility patterns (2008)Understanding individual huma…Predestination: Inferring Destinations from Partial Trajectories (2006)Predestination: Inferring Des…Using GPS to learn significant locations and predict movement across multiple users (2003)Using GPS to learn significan…Learning significant locations and predicting user movement with GPS (2003)Learning significant location…Understanding mobility based on GPS data (2008)Limits of Predictability in Human Mobility (2010)Predicting future locations with hidden Markov models (2012)Approaching the Limit of Predictability in Human Mobility (2013)Understanding Human Mobility from Twitter (2015)Power-Law Distributions in Empirical Data (2009)A survey of results on mobile phone datasets analysis (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Power-law distributions in empirical data (2018)Social physics (2022)The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)A universal model for mobility and migration patterns (2012)The Museum Wearable: real-time sensor-driven understanding of visitors' interests for personalized visually-augmented museum experiences (2002)Birds of a Feather: Homophily in Social Networks (2001)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepMove (2018)Summary of Travel Trends 2001 National Household Travel Survey (2005)Learning and inferring transportation routines (2007)Mining Individual Life Pattern Based on Location History (2009)Travel route recommendation using geotags in photo sharing sites (2010)NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Discovering personally meaningful places (2007)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)A survey on deep learning for human mobility (2023)Reality mining: sensing complex social systems (2005)Bridging the gap between physical location and online social networks (2010)The Massachusetts Institute of Technology (1999)Mining large-scale smartphone data for personality studies (2011)Measuring Large-Scale Social Networks with High Resolution (2014)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2011Friendship and mobility2,912 cited
  • 2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
  • 2003Using GPS to learn significant locations and predict movement across multiple users1,060 cited
  • 2012Predictability of population displacement after the 2010 Haiti earthquake633 cited
  • 2012Next place prediction using mobility Markov chains555 cited
  • 2009Eigenbehaviors: identifying structure in routine504 cited
  • 2006Predestination: Inferring Destinations from Partial Trajectories464 cited
  • 2009Eigenbehaviors: identifying structure in routine439 cited
  • 2003Learning significant locations and predicting user movement with GPS334 cited
  • 2013What's Your Next Move: User Activity Prediction in Location-based Social Networks222 cited
  • 2014Prediction of human emergency behavior and their mobility following large-scale disaster183 cited
  • 2013Modeling and probabilistic reasoning of population evacuation during large-scale disaster97 cited
  • 2014Check-in Location Prediction Using Wavelets and Conditional Random Fields16 cited

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