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The Simpler The Better
7 references·4 citing·37 second hop
The Simpler The Better (2017)The Simpler The BetterTraffic prediction in a bike-sharing system (2015)Traffic prediction in a bike-…Predicting Taxi–Passenger Demand Using Streaming Data (2013)Predicting Taxi–Passenger Dem…Ad click prediction (2013)Ad click predictionPrediction of urban human mobility using large-scale taxi traces and its applications (2012)Prediction of urban human mob…Where to find my next passenger (2011)Where to find my next passeng…Urban computing with taxicabs (2011)Urban computing with taxicabsDriving with knowledge from the physical world (2011)Driving with knowledge from t…Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks (2021)Exploiting dynamic spatio-tem…Origin-Destination Matrix Prediction via Graph Convolution (2019)Origin-Destination Matrix Pre…Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction (2019)Learning from Multiple Cities…Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction (2019)Contextualized Spatial–Tempor…Time series forecasting using a hybrid ARIMA and neural network model (2003)Automatic Time Series Forecasting: The forecast Package for R (2008)Understanding individual human mobility patterns (2008)Ridesourcing systems: A framework and review (2019)Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions (2022)Online convex programming and generalized infinitesimal gradient ascent (2003)Adaptive Bound Optimization for Online Convex Optimization (2010)Exploitation and exploration in a performance based contextual advertising system (2010)The Operational Value of Social Media Information (2015)Targeting and Privacy in Mobile Advertising (2018)Fairness in Recommendation Ranking through Pairwise Comparisons (2019)Reality mining: sensing complex social systems (2005)Bridging the gap between physical location and online social networks (2010)Discovering regions of different functions in a city using human mobility and POIs (2012)Urban Computing (2014)Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning (2019)Book Review: Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecasting and Control. (1978)Land-Use Classification Using Taxi GPS Traces (2012)Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)Taxi Dispatch System Based on Current Demands and Real-Time Traffic Conditions (2004)Real-Time City-Scale Taxi Ridesharing (2014)Real-Time Prediction of Taxi Demand Using Recurrent Neural Networks (2017)Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions (2008)Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (2009)Uncovering cabdrivers’ behavior patterns from their digital traces (2010)A hybrid deep learning based traffic flow prediction method and its understanding (2018)Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bikesharing in Europe, the Americas, and Asia (2010)DNN-based prediction model for spatio-temporal data (2016)Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction (2017)Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach (2017)Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction (2018)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction (2017)
this work references cited by second hop

References

  • 2011Driving with knowledge from the physical world886 cited
  • 2013Ad click prediction873 cited
  • 2013Predicting Taxi–Passenger Demand Using Streaming Data739 cited
  • 2011Urban computing with taxicabs533 cited
  • 2012Prediction of urban human mobility using large-scale taxi traces and its applications369 cited
  • 2015Traffic prediction in a bike-sharing system366 cited
  • 2011Where to find my next passenger354 cited

Cited by

  • 2019Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction287 cited
  • 2021Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks276 cited
  • 2019Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction270 cited
  • 2019Origin-Destination Matrix Prediction via Graph Convolution263 cited

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