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- W4300596714 abstract "Point patterns are sets or multi-sets of unordered elements that can be found in numerous data sources. However, in data analysis tasks such as classification and novelty detection, appropriate statistical models for point pattern data have not received much attention. This paper proposes the modelling of point pattern data via random finite sets (RFS). In particular, we propose appropriate likelihood functions, and a maximum likelihood estimator for learning a tractable family of RFS models. In novelty detection, we propose novel ranking functions based on RFS models, which substantially improve performance." @default.
- W4300596714 created "2022-10-03" @default.
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- W4300596714 date "2017-01-29" @default.
- W4300596714 modified "2023-09-28" @default.
- W4300596714 title "Model-based Classification and Novelty Detection For Point Pattern Data" @default.
- W4300596714 doi "https://doi.org/10.48550/arxiv.1701.08473" @default.
- W4300596714 hasPublicationYear "2017" @default.
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