1 citations · 1 across the 1 of their papers we have counts for
5 papers
Sequential Motifs in Observed Walks
Timothy LaRock, Ingo Scholtes, Tina Eliassi-Rad
The structure of complex networks can be characterized by counting and analyzing network motifs. Motifs are small subgraphs that occur repeatedly in a network, such as triangles or…
A Path-based Approach to Analyzing the Global Liner Shipping Network
Timothy LaRock, Mengqiao Xu, Tina Eliassi-Rad
The maritime shipping network is the backbone of global trade. Data about the movement of cargo through this network comes in various forms, from ship-level Automatic Identificatio…
netrd: A library for network reconstruction and graph distances
Stefan McCabe, Leo Torres, Timothy LaRock +4
Over the last two decades, alongside the increased availability of large network datasets, we have witnessed the rapid rise of network science. For many systems, however, the data…
Understanding the Limitations of Network Online Learning
Timothy LaRock, Timothy Sakharov, Sahely Bhadra +1
Studies of networked phenomena, such as interactions in online social media, often rely on incomplete data, either because these phenomena are partially observed, or because the da…
HYPA: Efficient Detection of Path Anomalies in Time Series Data on Networks
Timothy LaRock, Vahan Nanumyan, Ingo Scholtes +3
The unsupervised detection of anomalies in time series data has important applications in user behavioral modeling, fraud detection, and cybersecurity. Anomaly detection has, in fa…