In this installment, we introduce category theory, a branch of mathematics with ideas that resonate with structuralism. We do not aim for rigorous mathematical proofs. Instead, we aim to understand ...
Abstract: Knowledge graphs (KGs) are popularly used to develop several intelligent applications. Revealing valuable knowledge hidden in these graphs opened up a branch of research, known as KG ...
Abstract: This paper proposes a subgraph-aware classification framework that integrates efficient frequent subgraph mining with graph neural networks (GNNs) to address the limitations of existing GNNs ...
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