KIHCDP: An Incremental Hierarchical Clustering Approach for IoT Data Using Dirichlet Process
Abishi Chowdhury,
Amrit Pal,
Ashwin Raut
et al.
Abstract:Internet of Things (IoT) devices are constantly producing vast amounts of data, necessitating efficient storage and processing to extract useful information. However, the models used to extract relevant information from IoT data are often hindered by the lack of useful data and the ever-changing distribution of this data. This paper introduces an incremental data clustering technique on a continuous stream of data through a Dirichlet process-based approach that is adept at handling the formation of clusters in… Show more
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