74 citations · 620 across the 34 of their papers we have counts for
39 papers
FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes over Complex Multilayer Networks
Mohammad Hossein Samaei, Faryad Darabi Sahneh, Caterina Scoglio
Predicting the spread of processes across complex multi-layered networks has long challenged researchers due to the intricate interplay between network structure and propagation dy…
SIR Epidemics in Interconnected Networks: threshold curve and phase transition
Saswata Das, Mohammad Hossein Samaei, Caterina Scoglio
To simplify mathematical models of disease spread, we often assume equal contact rates among hosts, but real-world scenarios differ. Network-based frameworks help capture these com…
A Non-Markovian Model to Assess Contact Tracing for the Containment of COVID-19
Aram Vajdi, Lee W. Cohnstaedt, Leela E. Noronhaz +3
COVID-19 remains a challenging global threat with ongoing waves of infections and clinical disease which have resulted millions of deaths and an enormous strain on health systems w…
A windowed correlation based feature selection method to improve time series prediction of dengue fever cases
Tanvir Ferdousi, Lee W. Cohnstaedt, Caterina M. Scoglio
The performance of data-driven prediction models depends on the availability of data samples for model training. A model that learns about dengue fever incidence in a population us…
A principled approach for weighted multilayer network aggregation
Junyao Kuang, Caterina Scoglio
A multilayer network depicts different types of interactions among the same set of nodes. For example, protease networks consist of five to seven layers, where different layers rep…
Layer reconstruction and missing link prediction of multilayer network with a Maximum A Posteriori estimation
Junyao Kuang, Caterina Scoglio
A multilayer network is composed of multiple layers, where different layers have the same set of vertices but represent different types of interactions. Nevertheless, some layers a…