Time-Series Link Prediction Using Support Vector Machines

• Main Authors: Fernandez, Proceso L, Jr, Co, Jan Miles
• Format: text
• Published: Archīum Ateneo 2017
• Subjects: classification; link prediction; new links; support vector machine; vector auto regression; Artificial Intelligence and Robotics; Computer Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/71; https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1070&context=discs-faculty-pubs
• Institution: Ateneo De Manila University

The prominence of social networks motivates developments in network analysis, such as link prediction, which deals with predicting the existence or emergence of links on a given network. The Vector Auto Regression (VAR) technique has been shown to be one of the best for time-series based link predic...