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Mobility Analysis

237 directly classified papers

Papers per year

Papers

Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks AAAI 2020
Learning Geo-Contextual Embeddings for Commuting Flow Prediction AAAI 2020
Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting AAAI 2020
Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development AAAI 2020
Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting NIPS 2020
Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020
Financial Risk Analysis for SMEs with Graph-based Supply Chain Mining IJCAI 2020
Human Values and Digital Patterns in Physical Exercise (Extended Abstract) IJCAI 2020
Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms IJCAI 2020
STREETS: A Novel Camera Network Dataset for Traffic Flow NIPS 2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NIPS 2019
Prediction of Crowd Flow in City Complex with Missing Data ACML 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP 2019
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP IJCNLP 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation IJCNLP 2019
Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations AAAI 2019
Coresets for Ordered Weighted Clustering ICML 2019
Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019
Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes AAAI 2019
Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification AAAI 2019
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities AAAI 2019
Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting IJCAI 2019