Koupidis Kleanthis (Phd Candidate)

Thesis title: Integrating Network Analysis and Machine learning Techniques for Geospatial Data Analysis

Supervisor: Bratsas Charalampos

Advisory Committee Members:

Ioannis Antoniou, Math Professor, AUTH
Konstantinos Diamantaras, Professor, Dept. of Information and Electronic Engineering, IHU

Abstract:

The PhD thesis aims to enhance geospatial data analysis by effectively combining network analysis with machine learning techniques. The research will develop metrics to perform network analysis which will be used to identifypatternsand construct network representations. Additionally, algorithms and models will be created to utilize insights gained from network analysisin real-world data such as urban traffic datasets, cybersecurityor environmental management.