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cs.SI2024
Population Graph Cross-Network Node Classification for Autism Detection Across Sample Groups
Anna Stephens, Francisco Santos, Pang-Ning Tan +1
Graph neural networks (GNN) are a powerful tool for combining imaging and non-imaging medical information for node classification tasks. Cross-network node classification extends G…
cs.SI2020
Fairness Perception from a Network-Centric Perspective
Farzan Masrour, Pang-Ning Tan, Abdol-Hossein Esfahanian
Algorithmic fairness is a major concern in recent years as the influence of machine learning algorithms becomes more widespread. In this paper, we investigate the issue of algorith…