George A Spirou
Biographic Data
| ID | 4164075 |
|---|---|
| NAME | George A Spirou |
| GIVEN NAMES | George A |
| FAMILY NAME | Spirou |
| SIGNATURE | SPIROU G A |
| AFFILIATIONS | University of South Florida |
| ORCID | 0000-0001-7677-3585 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 0 |
Diffusion profile embedding as a basis for graph vertex similarity
We describe here a notion of diffusion similarity , a method for defining similarity between vertices in a given graph using the properties of random walks on the graph to model the relationships between vertices. Using the approach of graph vertex embedding, we characterize a vertex v i by considering two types of diffusion patterns: the ways in which random walks emanate from the vertex v i to the remaining graph and how they converge to the ve…
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Diffusion profile embedding as a basis for graph vertex similarity
We describe here a notion of diffusion similarity , a method for defining similarity between vertices in a given graph using the properties of random walks on the graph to model the relationships between vertices. Using the approach of graph vertex embedding, we characterize a vertex v i by considering two types of diffusion patterns: the ways in which random walks emanate from the vertex v i to the remaining graph and how they converge to the ve…
Artificial Intelligence (1 works) · Bipartite graph (1 works) · Cluster analysis (1 works) · Combinatorics (1 works) · Complex Network Analysis Techniques (1 works) · Computer Science (1 works) · Cosine similarity (1 works) · Discrete mathematics (1 works) · Embedding (1 works) · Functional Brain Connectivity Studies (1 works)