Patent ID: 11868376
Assignee: SYMPHONYAI SENSA LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A non-transitory computer readable medium comprising instructions, the instructions being executable by a processor to perform a method, the method comprising:
receiving data points, each data point including two or more features;
mapping each of the data points to a mathematical reference space;
generating a cover of open sets in the mathematical reference space, each data point in the mathematical reference space being in at least one of the open sets;
performing at least one similarity function on at least one data point based on data associated with at least one of the open sets of the cover in the mathematical reference space to determine one or more nodes of a plurality of nodes, each of the one or more nodes of the plurality of nodes comprising members representative of at least one subset of the data points;
generating a visualization comprising the plurality of nodes and a plurality of edges wherein each of the edges of the plurality of edges connects nodes with shared members;
receiving a selection of nodes of the plurality of nodes;
determining one or more features of the data points that are members of the selection of nodes responsible for similarity of the members of the selection of nodes; and
displaying the one or more features.