Patent ID: 11948083
Assignee: UMNAI LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 20:
21. The method of claim 1, further comprising splitting and/or merging a plurality of overlapping and/or non-overlapping partitions from the hierarchical partition structure, wherein the partitions are split and/or merged based on a level of detail or a scale factor, and wherein the hierarchical partition structure comprises a graph-based method comprising one or more of: trees, graphs, Resource Description Framework (RDF) trees, RDF graphs, hypergraphs, and simplicial complexes;
wherein the graph-based methods comprise: a graph-regularized auto-encoder; an iterative generative graph modeling method; a Deep Neural Network for Graph Representation; a Structural Deep Network Embedding, and/or a spectral autoencoder method, or wherein the partitions are computed dynamically within the one or more explainable autoencoders.