Journal: ACM TIST

Volume 13, Issue 2

0 -- 0Zhe Jiang 0001, Wenchong He, Marcus Stephen Kirby, Arpan Man Sainju, Shaowen Wang, Lawrence V. Stanislawski, Ethan Shavers, E. Lynn Usery. Weakly Supervised Spatial Deep Learning for Earth Image Segmentation Based on Imperfect Polyline Labels
0 -- 0Han Bao 0003, Xun Zhou, Yiqun Xie, Yingxue Zhang, Yanhua Li. COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features
0 -- 0Haomin Wen, Youfang Lin, Huaiyu Wan, Shengnan Guo 0001, Fan Wu, LiXia Wu, Chao Song, Yinghui Xu. DeepRoute+: Modeling Couriers' Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction
0 -- 0Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li. Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2
0 -- 0Yulin He, Xuan Ye, Joshua Zhexue Huang, Philippe Fournier-Viger. Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression
0 -- 0He Li 0006, Xuejiao Li, LiangCai Su, Duo Jin, Jianbin Huang, Deshuang Huang. Deep Spatio-temporal Adaptive 3D Convolutional Neural Networks for Traffic Flow Prediction
0 -- 0Wenchong He, Arpan Man Sainju, Zhe Jiang 0001, Da Yan 0001, Yang Zhou 0001. Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
0 -- 0Weichao Liang, Zhiang Wu 0001, Zhe Li, Yong Ge. CrimeTensor: Fine-Scale Crime Prediction via Tensor Learning with Spatiotemporal Consistency
0 -- 0Guangliang Gao, Zhifeng Bao, Jie Cao 0001, A. Kai Qin, Timos Sellis. Location-Centered House Price Prediction: A Multi-Task Learning Approach
0 -- 0Nan Gao, Hao Xue 0001, Wei Shao 0006, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim. Generative Adversarial Networks for Spatio-temporal Data: A Survey
0 -- 0Qian Li, Hao Peng, Jianxin Li 0002, Congying Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He 0001. A Survey on Text Classification: From Traditional to Deep Learning
0 -- 0Liang Wang 0017, Zhiwen Yu 0001, Bin Guo 0001, Dingqi Yang, Lianbo Ma, Zhidan Liu 0001, Fei Xiong. Data-driven Targeted Advertising Recommendation System for Outdoor Billboard
0 -- 0Divya Saxena, Jiannong Cao 0001. Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks
0 -- 0Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang, Haisong Zhang. Make More Connections: Urban Traffic Flow Forecasting with Spatiotemporal Adaptive Gated Graph Convolution Network
0 -- 0Yingxue Zhang, Yanhua Li, Xun Zhou, Jun Luo 0007, Zhi-Li Zhang. Urban Traffic Dynamics Prediction - A Continuous Spatial-temporal Meta-learning Approach
0 -- 0Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Quanjun Chen, Xuan Song, Ryosuke Shibasaki. Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System
0 -- 0Zhilong Lu, Weifeng Lv, Zhipu Xie, Bowen Du 0001, Guixi Xiong, Leilei Sun, Haiquan Wang. Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction