Dionne M. Aleman
Dionne M. Aleman
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A branch-and-price algorithm enhanced by decision diagrams for the kidney exchange problem
Problem definition: Kidney paired donation programs allow patients registered with an incompatible donor to receive a suitable kidney …
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Spatio-temporal clustering of multi-location time series to model seasonal influenza spread
Although seasonal influenza disease spread is a spatio-temporal phenomenon, public surveillance systems aggregate data only spatially, …
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A feasibility look to two-stage robust optimization in kidney exchange
Kidney paired donation programs (KPDPs) are an alternative for patients whose non-ideal donors are willing to donate a kidney to …
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Kidney paired donations
Matching pools of kidney patients to eligible donors to maximize total transplants
Pandemic modeling and planning
Predicting pandemic disease spread through very large agent-based simulations and optimizing mitigation strategies through graph theory and machine learning
A branch-and-price algorithm enhanced by decision diagrams for the kidney exchange problem
Kidney paired donation programs allow patients registered with an incompatible donor to receive a suitable kidney from another donor, …
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Deriving pandemic disease mitigation strategies by mining social contact networks
In this chapter we propose a robust approach to deriving disease mitigation strategies from contact networks that are generated from …
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Efficiently identifying critical nodes in large complex networks
The critical node detection problem (CNDP) aims to fragment a graph G=(V,E) by removing a set of vertices R with cardinality |R|≤k, …
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Network robustness versus multi-strategy sequential attack
We examine the robustness of networks under attack when the attacker sequentially selects from a number of different attack strategies, …
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A derandomized approximation algorithm for the critical node detection problem
In this paper we propose an efficient approximation algorithm for determining solutions to the critical node detection problem (CNDP) …
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