Alignment of dynamic networks
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DOI: 10.1093/bioinformatics/btx246
Abstract: Motivation: Network alignment (NA) aims to find a node mapping that conserves similar regions between compared networks. NA is applicable to many fields, including computational biology, where NA can guide the transfer of biological knowledge… read more here.
Keywords: network; alignment dynamic; dynamic networks; method ... See more keywords
Cross-Temporal Snapshot Alignment for Dynamic Networks
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DOI: 10.1109/tkde.2021.3115669
Abstract: In this paper, we study the task of cross-temporal snapshot alignment for dynamic networks. The goal of this task is to match equivalent nodes across temporal snapshots of a given dynamic network. Previous static network… read more here.
Keywords: temporal snapshot; network; snapshot alignment; cross temporal ... See more keywords
A Method Based on Temporal Embedding for the Pairwise Alignment of Dynamic Networks
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DOI: 10.3390/e25040665
Abstract: In network analysis, real-world systems may be represented via graph models, where nodes and edges represent the set of biological objects (e.g., genes, proteins, molecules) and their interactions, respectively. This representative knowledge-graph model may also… read more here.
Keywords: pairwise alignment; network; temporal embedding; based temporal ... See more keywords