Natarajan Meghanathan
Biographic Data
| ID | 8546993 |
|---|---|
| NAME | Natarajan Meghanathan |
| GIVEN NAMES | Natarajan |
| FAMILY NAME | Meghanathan |
| SIGNATURE | MEGHANATHAN N |
| AFFILIATIONS | Jackson State University |
| ORCID | 0000-0001-8565-4086 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2017 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Principal component analysis of link prediction scores to propose a binary classification model for the betweenness of edges in complex networks
The problem of quantifying edge betweenness in complex networks is computationally-intensive. We propose a novel idea of rather simply classifying the edges as those of high-betweenness or low-betweenness. We make use of the tendency of neighborhood-based link prediction techniques to highly score node pairs (including those connected through edges) that are already part of a dense sub graph. We compute link prediction scores (using four differen…
Principal components-based quantification of hierarchical k-core assortativity
Randomness Index for complex network analysis
No prominent works on this page.
Randomness Index for complex network analysis
Principal components-based quantification of hierarchical k-core assortativity
Principal component analysis of link prediction scores to propose a binary classification model for the betweenness of edges in complex networks
The problem of quantifying edge betweenness in complex networks is computationally-intensive. We propose a novel idea of rather simply classifying the edges as those of high-betweenness or low-betweenness. We make use of the tendency of neighborhood-based link prediction techniques to highly score node pairs (including those connected through edges) that are already part of a dense sub graph. We compute link prediction scores (using four differen…
Artificial Intelligence (3 works) · Complex Network Analysis Techniques (3 works) · Computer Science (3 works) · Combinatorics (2 works) · Complex network (2 works) · Data mining (2 works) · Mathematics (2 works) · Opinion Dynamics and Social Influence (2 works) · Principal component analysis (2 works) · Advanced Clustering Algorithms Research (1 work)