Mapreduce-Based Distributed Clustering Method Using CF<sup>+</sup> Tree

Clustering exceptionally large data sets is becoming a major challenge in data analytics with the continuous increase in their size. Summary-based clustering methods and distributed computing frameworks such as MapReduce can efficiently handle this challenge. These methods include BIRCH and its exte...

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Bibliographic Details
Main Authors: Hyeong-Cheol Ryu, Sungwon Jung
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9104976/