On the properties of Gromov matrices and their applications in network inference

• Main Authors: Ji, Feng, Tang, Wenchang, Tay, Wee Peng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Gromov Matrix; Spanning Tree
• Online Access: https://hdl.handle.net/10356/145422
• Institution: Nanyang Technological University

The spanning tree heuristic is a commonly adopted procedure in network inference and estimation. It allows one to generalize an inference method developed for trees, which is usually based on a statistically rigorous approach, to a heuristic procedure for general graphs by (usually randomly) choosin...