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A network community detection method with integration of data from multiple layers and node attributes
The number of columns is allowed to be arbitrary, so that the data matrix can be easily expanded by adding columns.
Towards analyzing large graphs with quantum annealing and quantum gate computers
The use of quantum computing in graph community detection and regularity checking related to Szemeredi's Regularity Lemma (SRL) are demonstrated with D-Wave Systems' quantum annealer and simulations.
Regular Decomposition: an information and graph theoretic approach to stochastic block models
A method for compression of large graphs and non-negative matrices to a block structure is proposed.
Information Theory Information Theory 68P30
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