3 citations · 6 across the 7 of their papers we have counts for
3 papers · 1 filter
Filtering amplitude dependence of correlation dynamics in complex systems: application to the cryptocurrency market
Marcin Wątorek, Marija Bezbradica, Martin Crane +2
Based on the cryptocurrency market dynamics, this study presents a general methodology for analyzing evolving correlation structures in complex systems using the -dependent detr…
Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers
Minh-Khoi Pham, Tai Tan Mai, Martin Crane +9
Carbapenemase-Producing Enterobacteriace poses a critical concern for infection prevention and control in hospitals. However, predictive modeling of previously highlighted CPE-asso…
Community-level Contagion among Diverse Financial Assets
An Pham Ngoc Nguyen, Marija Bezbradica, Martin Crane
As global financial markets become increasingly interconnected, financial contagion has developed into a major influencer of asset price dynamics. Motivated by this context, our st…