Articles

Learning and reasoning with graph data

in Machine Learning and Artificial Intelligence

• Manfred Jaeger

Transforming graph data visualisations from 2D displays into augmented reality 3D space: A quantitative study

in Technologies for VR

• Daniel Schwajda
• Judith Friedl
• Fabian Pointecker
• Hans-Christian Jetter
• Christoph Anthes

Graph embedding and geometric deep learning relevance to network biology and structural chemistry

in Machine Learning and Artificial Intelligence

• Paola Lecca
• Michela Lecca

TP-GCL: graph contrastive learning from the tensor perspective

• Mingyuan Li
• Lei Meng
• Zhonglin Ye
• Yanglin Yang
• Shujuan Cao
• Yuzhi Xiao
• Haixing Zhao

Quantifying uncertainty in graph neural network explanations

in Data Mining and Management

• Junji Jiang
• Chen Ling
• Hongyi Li
• Guangji Bai
• Xujiang Zhao
• Liang Zhao

WGEVIA: A Graph Level Embedding Method for Microcircuit Data

• Xiaomin Wu
• Shuvra S. Bhattacharyya
• Rong Chen

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification

• Shuhao Shi
• Kai Qiao
• Shuai Yang
• Linyuan Wang
• Jian Chen
• Bin Yan

DGTR: Dynamic graph transformer for rumor detection

in Emerging Technologies and Transformative Paradigms in Research

• Siqi Wei
• Bin Wu
• Aoxue Xiang
• Yangfu Zhu
• Chenguang Song

Cognitive network reconstruction in individuals who use opioids compared to those who do not: Topological analysis of cognitive function through graph model and centrality measures

in Addictive Disorders

• Elnaz Gharahi
• Shiva Soraya
• Hamidreza Ahmadkhaniha
• Bahman Sadeghi
• Mandana Haghshenas
• Ali Bozorgmehr

Visual analysis of multi-omics data

in Data Visualization

• Austin Swart
• Ron Caspi
• Suzanne Paley
• Peter D. Karp

Risk-averse stochastic dynamic power dispatch based on deep reinforcement learning with risk-oriented Graph-Gan sampling

in Process and Energy Systems Engineering

• Wenqi Huang
• Zhen Dai
• Jiaxuan Hou
• Lingyu Liang
• Yiping Chen
• Zhiwei Chen
• Zhenning Pan

Node Classification in Attributed Multiplex Networks Using Random Walk and Graph Convolutional Networks

in Social Physics

• Beibei Han
• Yingmei Wei
• Lai Kang
• Qingyong Wang
• Yuxuan Yang

Maize yield prediction with trait-missing data via bipartite graph neural network

in Technical Advances in Plant Science

• Kaiyi Wang
• Yanyun Han
• Yuqing Zhang
• Yong Zhang
• Shufeng Wang
• Feng Yang
• Chunqing Liu
• Dongfeng Zhang
• Tiangang Lu
• Like Zhang

Assessment and prediction of railway station equipment health status based on graph neural network

in Social Physics

• Jian Yao
• Wei Bai
• Guoyuan Yang
• Zhikang Meng
• Kaixuan Su

Power System Network Topology Identification Based on Knowledge Graph and Graph Neural Network

in Smart Grids

• Changgang Wang
• Jun An
• Gang Mu