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Mobility Analysis

237 directly classified papers

Papers per year

Papers

Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019
GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019
Recommending Links to Maximize the Influence in Social Networks IJCAI 2019
Traffic Updates: Saying a Lot While Revealing a Little AAAI 2019
Migration as Submodular Optimization AAAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018
Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns IJCAI 2018
Near Real-Time Detection of Poachers from Drones in AirSim IJCAI 2018
Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation IJCAI 2018
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting IJCAI 2018
Hierarchical Electricity Time Series Forecasting for Integrating Consumption Patterns Analysis and Aggregation Consistency IJCAI 2018
Characterizing Interactions and Relationships between People EMNLP 2018
Where Have You Been? Inferring Career Trajectory from Academic Social Network IJCAI 2018
Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks JMLR 2017
Tomography of the London Underground: a Scalable Model for Origin-Destination Data NIPS 2017
Who to Invite Next? Predicting Invitees of Social Groups IJCAI 2017
Using Twitter Language to Predict the Real Estate Market EACL 2017
ChoiceRank: Identifying Preferences from Node Traffic in Networks ICML 2017
Learning Concise Representations of Users' Influences through Online Behaviors IJCAI 2017
The Language of Place: Semantic Value from Geospatial Context EACL 2017