Hawkes Processes With Stochastic Exogenous Effects for Continuous-Time Interaction Modelling

Continuous-time interaction data is usually generated under time-evolving environment. Hawkes processes (HP) are commonly used mechanisms for the analysis of such data. However, typical model implementations (such as e.g., stochastic block models) assume that the exogenous (background) interaction r...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 02. Feb., Seite 1848-1861
1. Verfasser: Fan, Xuhui (VerfasserIn)
Weitere Verfasser: Li, Yaqiong, Chen, Ling, Li, Bin, Sisson, Scott A
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article