Issue 1/2024
Special Issue: Graph Learning
Content (14 Articles)
Introduction to the special issue on recent advances in graph learning: theory, algorithms, applications, and systems
Hao Peng, Jia Wu, Jiaxu Cui, Philip S. Yu
Knowledge-based and data-driven underground pressure forecasting based on graph structure learning
Yue Wang, Mingsheng Liu, Yongjian Huang, Haifeng Zhou, Xianhui Wang, Senzhang Wang, Haohua Du
A descriptive human visual cognitive strategy using graph neural network for facial expression recognition
Shuai Liu, Shichen Huang, Weina Fu, Jerry Chun-Wei Lin
MORE: Toward Improving Author Name Disambiguation in Academic Knowledge Graphs
Jibing Gong, Xiaohan Fang, Jiquan Peng, Yi Zhao, Jinye Zhao, Chenlong Wang, Yangyang Li, Jingyi Zhang, Steve Drew
Spatio-temporal graph cross-correlation auto-encoding network for wind power prediction
Ruiguo Yu, Yingzhou Sun, Dongxiao He, Jie Gao, Zhiqiang Liu, Mei Yu
Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction
Jiangnan Xia, Senzhang Wang, Xiang Wang, Min Xia, Kun Xie, Jiannong Cao
Label graph augmented soft cascade decoding model for overlapping event extraction
Yiming Hei, Lihong Wang, Jiawei Sheng, Jianwei Liu, Qian Li, Shu Guo
Online handwritten scripts classification using fuzzy attributed relational graphs
Rabiaa Zitouni, Hala Bezine, Najet Arous
A graph-powered large-scale fraud detection system
Zhao Li, Biao Wang, Jiaming Huang, Yilun Jin, Zenghui Xu, Ji Zhang, Jianliang Gao
Enhanced neighborhood node graph neural networks for load forecasting in smart grid
Jiang Yanmei, Liu Mingsheng, Li Yangyang, Liu Yaping, Zhang Jingyun, Liu Yifeng, Liu Chunyang
Pathological image super-resolution using mix-attention generative adversarial network
Zhineng Chen, Jing Wang, Caiyan Jia, Xiongjun Ye
Integrated GCN-LSTM stock prices movement prediction based on knowledge-incorporated graphs construction
Yong Shi, Yunong Wang, Yi Qu, Zhensong Chen
Semantic rule-based information extraction for meteorological reports
Mengmeng Cui, Ruibin Huang, Zhichen Hu, Fan Xia, Xiaolong Xu, Lianyong Qi
Dimension-divided feature smoothing for graph neural network
Zhensheng Wang, Hongwei Yang, Naveed Ahmad, Lina Zhao