Understanding the Limitations of Network Online Learning

1 code implementation • 9 Jan 2020 • Timothy LaRock, Timothy Sakharov, Sahely Bhadra, Tina Eliassi-Rad

We call this querying process Network Online Learning and present a family of algorithms called NOL*.

Detecting Path Anomalies in Time Series Data on Networks

1 code implementation • 25 May 2019 • Timothy LaRock, Vahan Nanumyan, Ingo Scholtes, Giona Casiraghi, Tina Eliassi-Rad, Frank Schweitzer

Anomaly detection has been extensively studied in categorical sequences, however we often have access to time series data that contain paths through networks.

Social and Information Networks Physics and Society