Mobility Analysis

Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development AAAI 2020 Real-Time Route Search by Locations AAAI 2020 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 Robust Spatial-Temporal Incident Prediction UAI 2020 Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020 Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms IJCAI 2020 Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting AAAI 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020 Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020 Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020 Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020 A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP 2019 Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NeurIPS 2019 Coresets for Ordered Weighted Clustering ICML 2019 DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019 Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019 Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019 Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations AAAI 2019 Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes AAAI 2019 GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019 Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction AAAI 2019 Migration as Submodular Optimization AAAI 2019 Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification AAAI 2019 Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019 Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019