近期KDD放出已接收论文,笔者对其中与时间序列预测相关的论文进行了筛选。
KDD官网还未放出原文,列表中的链接为笔者自行搜索(arxiv)
* A Geometric Approach to Time Series Chains Improves Robustness
* Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
* ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction https://arxiv.org/abs/2005.11650
* Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data https://arxiv.org/abs/2005.10996
* Attention based multi-modal new product sales time-series forecasting
* BusTr: predicting bus travel times from real-time traffic
* CompactETA: A Fast Inference System for Travel Time Prediction
* ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps
* 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
来源:oschina
链接:https://my.oschina.net/u/4304562/blog/4338992