Deep Learning with Graph Convolutional Networks: An Overview and Latest Applications in Computational Intelligence

• Published in: International journal of intelligent systems Vol. 2023; no. 1
• Main Authors: Bhatti, Uzair Aslam, Tang, Hao, Wu, Guilu, Marjan, Shah, Hussain, Aamir
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2023; John Wiley & Sons, Inc
• Subjects: Algorithms; Artificial intelligence; Artificial neural networks; Cognition & reasoning; Communication networks; Data analysis; Deep learning; Euclidean space; Image processing; Intelligence; Intelligent systems; Knowledge based systems; Machine learning; Natural language processing; Network management systems; Neural networks; Optimization; Recommender systems; Social networks; Spatial data; Transportation networks; Trends

Convolutional neural networks (CNNs) have received widespread attention due to their powerful modeling capabilities and have been successfully applied in natural language processing, image recognition, and other fields. On the other hand, traditional CNN can only deal with Euclidean spatial data. In...