Link Prediction in a Weighted Network Using Support Vector Machine

• Main Authors: Co, Jan Miles, Fernandez, Proceso L, Jr
• Format: text
• Published: Archīum Ateneo 2016
• Subjects: link prediction; vector auto regression; support vector machine; weighted networks; Computer Sciences; Databases and Information Systems
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/284; https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1315&context=discs-faculty-pubs
• Institution: Ateneo De Manila University

Link prediction is a field under network analysis that deals with the existence or emergence of links. In this study, we investigate the effect of using weighted networks for two link prediction techniques, which are the Vector Auto Regression (VAR) technique and our proposed modified VAR that uses...