1 citations · 1 across the 2 of their papers we have counts for
5 papers
TAS-GNN: A Status-Aware Signed Graph Neural Network for Anomaly Detection in Bitcoin Trust Systems
Chang Xue, Fang Liu, Jiaye Wang +2
Decentralized financial platforms rely heavily on Web of Trust reputation systems to mitigate counterparty risk in the absence of centralized identity verification. However, these…
CrimeGAT: Leveraging Graph Attention Networks for Enhanced Predictive Policing in Criminal Networks
Chen Yang
In this paper, we present CrimeGAT, a novel application of Graph Attention Networks (GATs) for predictive policing in criminal networks. Criminal networks pose unique challenges fo…
CrimeGraphNet: Link Prediction in Criminal Networks with Graph Convolutional Networks
Chen Yang
In this paper, we introduce CrimeGraphNet, a novel approach for link prediction in criminal networks utilizingGraph Convolutional Networks (GCNs). Criminal networks are intricate a…
CrimeGNN: Harnessing the Power of Graph Neural Networks for Community Detection in Criminal Networks
Chen Yang
In this paper, we introduce CrimeGNN, a novel application of Graph Neural Networks (GNNs) specifically designed to uncover hidden communities within criminal networks. As criminal…
TransCrimeNet: A Transformer-Based Model for Text-Based Crime Prediction in Criminal Networks
Chen Yang
This paper presents TransCrimeNet, a novel transformer-based model for predicting future crimes in criminal networks from textual data. Criminal network analysis has become vital f…