IEEE - Institute of Electrical and Electronics Engineers, Inc. - Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions

Author(s): Wentao Fan ; Nizar Bouguila
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 11
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2938830
Regular:

In this article, we propose an effective mixture model-based approach to modeling and clustering positive data vectors. Our mixture model is based on the inverted Beta-Liouville (IBL) distribution... View More

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