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cs.SI2023
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…
cs.SI2023
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…
cs.SI2023
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…