Author: Samir Abdaljalil
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Temporal Graph Neural Networks
Introduction Due to the increasing connectivity in the world, graph data has manifested itself in many contexts, particularly in recent years. Analyzing interactions within graphs makes for an interesting exploration across many applications. While many studies concentrate on static graphs, the changing nature of data requires examining how interactions within a graph change over time.…
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Deep Temporal & Structural Embeddings for Unsupervised Anomaly Detection in Dynamic Graphs
Samir Abdaljalil, Hasan Kurban, Rachad Atat, Erchin Serpedin, Khalid Qaraqe – IEEE Transactions on Neural Networks and Learning Systems (under-review)
Kurban Intelligence Lab 