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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.

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Graded possibilistic clustering of non-stationary data streams

Abdullatif, Amr R.A., Masulli, F., Rovetta, S., Cabri, A. 27 January 2020 (has links)
Yes / Multidimensional data streams are a major paradigm in data science. This work focuses on possibilistic clustering algorithms as means to perform clustering of multidimensional streaming data. The proposed approach exploits fuzzy outlier analysis to provide good learning and tracking abilities in both concept shift and concept drift.
Cluster model
Concept drift
Ambient assisted living
Annealing schedule
Concept shift

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