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Robustness to Dependency in Influence Maximization
Management ScienceIn this paper, we pursue a correlation-robust study of the influence maximization problem. Departing from the classic independent cascade model, we study a diffusion process adversarially adapted to the choice of seed set. More precisely, rather than the independent coupling of known individual edge probabilities, we now evaluate a seed set’s expected
Louis Chen +3 more
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Influence Maximization and Extremal Optimization
2019Influence Extremal Optimization (InfEO) is an algorithm based on Extremal Optimization, adapted for the influence maximization problem for the independent cascade model. InfEO maximizes the marginal contribution of a node to the influence set of the model.
Tamás Képes +3 more
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Influence blocking maximization on networks: Models, methods and applications
Physics Reports, 2022Ling Chen +2 more
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Decentralized Online Influence Maximization
2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2022Yigit E. Bayiz, Ufuk Topcu
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Influence maximization algorithm based on Gaussian propagation model
Information Sciences, 2021Weimin Li
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A new algorithm for positive influence maximization in signed networks
Information Sciences, 2020Wei Liu, Ling Chen, Weijia Ju
exaly
TSIFIM: A three-stage iterative framework for influence maximization in complex networks
Expert Systems With Applications, 2023Gui-Qiong Xu, Pingle Yang, Dong Chen
exaly