3 papers
stat.AP2024
An unified approach to link prediction in collaboration networks
Juan Sosa, Diego Martínez, Nicolás Guerrero
This article investigates and compares three approaches to link prediction in colaboration networks, namely, an ERGM (Exponential Random Graph Model; Robins et al. 2007), a GCN (Gr…
cs.CY2024
Optimal Hospital Capacity Management During Demand Surges
Felix Parker, Fardin Ganjkhanloo, Diego A. Martínez +1
Effective hospital capacity management is pivotal for enhancing patient care quality, operational efficiency, and healthcare system resilience, notably during demand spikes like th…
cs.CY2024
An Interactive Decision-Support Dashboard for Optimal Hospital Capacity Management
Felix Parker, Diego A. Martínez, James Scheulen +1
Data-driven optimization models have the potential to significantly improve hospital capacity management, particularly during demand surges, when effective allocation of capacity i…