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- W3204222256 abstract "Structured point process data harvested from various platforms poses new challenges to the machine learning community. By imposing a matrix structure to repeatedly observed marked point processes, we propose a novel mixture model of multi-level marked point processes for identifying potential heterogeneity in the observed data. Specifically, we study a matrix whose entries are marked log-Gaussian Cox processes and cluster rows of such a matrix. An efficient semi-parametric Expectation-Solution (ES) algorithm combined with functional principal component analysis (FPCA) of point processes is proposed for model estimation. The effectiveness of the proposed framework is demonstrated through simulation studies and a real data analysis." @default.
- W3204222256 created "2021-10-11" @default.
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- W3204222256 date "2021-10-04" @default.
- W3204222256 modified "2023-10-16" @default.
- W3204222256 title "Row-clustering of a Point Process-valued Matrix" @default.
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- W3204222256 doi "https://doi.org/10.48550/arxiv.2110.01207" @default.
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