8 papers
Cooling graph products
Anthony Bonato, MacKenzie Carr, Caleb Jones +2
The cooling number measures the speed at which a slow-moving influence or contagion spreads on a graph. In this paper, we investigate the cooling number of four classical graph pro…
The Iterated Local Model for tournaments
Anthony Bonato, MacKenzie Carr, Ketan Chaudhary +2
Transitivity is a central, generative principle in social and other complex networks, capturing the tendency for two nodes with a common neighbor to form a direct connection. We pr…
Network analysis and link prediction in competitive women's basketball
Anthony Bonato, Morganna Hinds
Network structure and its role in prediction are examined in competitive basketball at the team and player levels. Adversarial game outcome networks from NCAA Division I women's ba…
Network Embedding Analysis for Anti-Money Laundering Detection
Anthony Bonato, Adam Szava
We employ network embedding to detect money laundering in financial transaction networks. Using real anonymized banking data, we model over one million accounts as a directed graph…
Between burning and cooling: liminal burning on graphs
Anthony Bonato, Trent G. Marbach, John Marcoux +1
Liminal burning generalizes both the burning and cooling processes in graphs. In -liminal burning, a Saboteur reveals -sets of vertices in each round, with the goal of extend…
Network Analysis of Global Banking Systems and Detection of Suspicious Transactions
Anthony Bonato, Juan Chavez Palan, Adam Szava
A novel network-based approach is introduced to analyze banking systems, focusing on two main themes: identifying influential nodes within global banking networks using Bank for In…