近期KDD放出已接收論文,筆者對其中與時間序列預測相關的論文進行了篩選。url
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* A Geometric Approach to Time Series Chains Improves Robustness.net
* Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networksorm
* ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction https://arxiv.org/abs/2005.11650ci
* Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data https://arxiv.org/abs/2005.10996get
* Attention based multi-modal new product sales time-series forecastingit
* BusTr: predicting bus travel times from real-time trafficio
* CompactETA: A Fast Inference System for Travel Time Predictionast
* ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Mapsform
* Doing in One Go: Delivered Time Inference Based on Coueriers' Trajectories
* Fitbit for Chickens? Time Series Data Mining Can Increase the Productivity of Poultry Farms
* HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival
* Order Fulfillment Cycle Time Estimation for On-Demand Food Delivery
* Prediction of Hourly Earnings and Completion Time on a Crowdsourcing Platform
* Sub-Matrix Factorization for Real-Time Vote Prediction