Articles

Exploring the Frontiers of Graph Machine Learning: Unleashing the Potential of Graphs for Enhanced Data Analysis

Zhenyun Zhou, Yixin Zhang* (Author)
Open Access PDF

1-23

DOI: https://doi.org/10.63646/XPZB3598

A Deep Graph Learning Approach to Community-Level Health Adoption Prediction with Dynamic Credibility States and Shock-Driven Pathway Reweighting

Marcus J. Holloway, Yuna Takahashi, Pedro Alves Ferreira, Wei-Lin Chang* (Author)
Open Access PDF

24-45

DOI: https://doi.org/10.63646/jaiaa.2024.020102

Privacy-Preserving AI Analytics for Adaptive Intrusion Detection in Heterogeneous IoT Networks

Liang Chen, Minghao Zhao, Yujie Huang* (Author)
Open Access PDF

46-66

DOI: https://doi.org/10.63646/jaiaa.2024.020103

Explainable AI for Industrial DDoS Detection: Integrating Visibility Graph Topology with Machine Learning Classifiers

Nurul Hidayah Rahman, Faridah Ismail, Wei Jian Lim, Ahmad Fikri Osman * (Author)
Open Access PDF

67-90

DOI: https://doi.org/10.63646/jaiaa.2024.020104

AI-Driven Identification of Parkinson’s Disease Subtypes from Functional Brain Networks with Prototype-Guided Graph Learning

Xiaoming Hu, Jing Chen, Wei Zhang* (Author)
Open Access PDF

91-106

DOI: https://doi.org/10.63646/jaiaa.2024.020105