Fuzzy multilevel graph embedding

► We propose an explicit graph embedding method. ► We perform multilevel analysis of graph to extract global, topological/structural and attribute information. ► We use homogeneity of subgraphs in graph for extracting topological/structural details. ► We encode numeric information by fuzzy histograms and symbolic information by crisp histograms. ► Our method outperforms graph embedding methods for richly attributed graphs.