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Prediction of urban human mobility using large-scale taxi traces and its applications
16 references·5 citing·41 second hop
Prediction of urban human mobility using large-scale taxi traces and its applications (2012)Prediction of urban human mobility using …Urban computing with taxicabs (2011)Urban computing with taxicabsMeasuring social functions of city regions from large-scale taxi behaviors (2011)Measuring social functions of…Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system (2010)Urban cycles and mobility pat…Uncovering cabdrivers’ behavior patterns from their digital traces (2010)Uncovering cabdrivers’ behavi…The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events (2010)The Geography of Taste: Analy…Sensing and predicting the pulse of the city through shared bicycling (2009)Sensing and predicting the pu…Quantifying urban attractiveness from the distribution and density of digital footprints (2009)Quantifying urban attractiven…Context-aware taxi demand hotspots prediction (2009)Context-aware taxi demand hot…Understanding individual human mobility patterns (2008)Understanding individual huma…Digital Footprinting: Uncovering Tourists with User-Generated Content (2008)Digital Footprinting: Uncover…Mobile Positioning Data in Tourism Studies and Monitoring: Case Study in Tartu, Estonia (2007)Mobile Positioning Data in To…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Mobile Landscapes: Using Loca…The M3-Competition: results, conclusions and implications (2000)The M3-Competition: results, …An introduction to queueing theory (1993)An introduction to queueing t…Time Series Analysis: Forecasting and Control. (1978)Time Series Analysis: Forecas…Book Review: Time Series Analysis: Forecasting and Control (1977)Book Review: Time Series Anal…Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)Traffic prediction using arti…Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction (2019)Contextualized Spatial–Tempor…The Simpler The Better (2017)The Simpler The BetterFrom taxi GPS traces to social and community dynamics (2013)From taxi GPS traces to socia…Land-Use Classification Using Taxi GPS Traces (2012)Land-Use Classification Using…Reality mining: sensing complex social systems (2005)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Researching Volunteered Geographic Information: Spatial Data, Geographic Research, and New Social Practice (2011)Human mobility: Models and applications (2018)The origin of bursts and heavy tails in human dynamics (2005)Modeling bursts and heavy tails in human dynamics (2006)The scaling laws of human travel (2006)Computational Social Science (2009)Friendship and mobility (2011)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Combining forecasts: A review and annotated bibliography (1989)Combining forecasts: A review and annotated bibliography (1990)Principles of Forecasting (2001)Another look at measures of forecast accuracy (2006)Automatic Time Series Forecasting: The forecast Package for R (2008)Limits of Predictability in Human Mobility (2010)Predicting Taxi–Passenger Demand Using Streaming Data (2013)How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal (2014)Urban Computing (2014)Official Journal of the European Communities (1984)Me++ (2003)Smart Mobs: The Next Social Revolution (2003)Code/Space (2011)Dynamic population mapping using mobile phone data (2014)Bridging the gap between physical location and online social networks (2010)Driving with knowledge from the physical world (2011)Discovering regions of different functions in a city using human mobility and POIs (2012)Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning (2019)A Proof for the Queuing Formula: L = λ W (1961)Open, Closed, and Mixed Networks of Queues with Different Classes of Customers (1975)Heavy-Traffic Limits for Queues with Many Exponential Servers (1981)Point Processes and Queues (1981)Stochastic Decompositions in the M/G/1 Queue with Generalized Vacations (1985)Queueing analysis: A foundation of performance evaluation (1995)The social life of small urban spaces (1980)Mining bicycle sharing data for generating insights into sustainable transport systems (2013)Distribution of the Estimators for Autoregressive Time Series With a Unit Root (1979)Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Generalized autoregressive conditional heteroskedasticity (1986)25 years of time series forecasting (2006)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)
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References

  • 1977Book Review: Time Series Analysis: Forecasting and Control19,399 cited
  • 2008Understanding individual human mobility patterns6,185 cited
  • 1978Time Series Analysis: Forecasting and Control.5,395 cited
  • 2000The M3-Competition: results, conclusions and implications1,700 cited
  • 1993An introduction to queueing theory906 cited
  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis888 cited
  • 2011Urban computing with taxicabs533 cited
  • 2008Digital Footprinting: Uncovering Tourists with User-Generated Content478 cited
  • 2010Urban cycles and mobility patterns: Exploring and predicting trends in a bicycle-based public transport system467 cited
  • 2009Sensing and predicting the pulse of the city through shared bicycling307 cited
  • 2010The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events283 cited
  • 2010Uncovering cabdrivers’ behavior patterns from their digital traces217 cited
  • 2009Context-aware taxi demand hotspots prediction205 cited
  • 2011Measuring social functions of city regions from large-scale taxi behaviors153 cited
  • 2009Quantifying urban attractiveness from the distribution and density of digital footprints

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99 cited
  • 2007Mobile Positioning Data in Tourism Studies and Monitoring: Case Study in Tartu, Estonia43 cited
  • Cited by

    • 2022Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities305 cited
    • 2012Land-Use Classification Using Taxi GPS Traces297 cited
    • 2019Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction287 cited
    • 2017The Simpler The Better275 cited
    • 2013From taxi GPS traces to social and community dynamics261 cited