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Browsing Department of Computer Science and Information Systems by Subject "Anytime Mining"

Browsing Department of Computer Science and Information Systems by Subject "Anytime Mining"

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  • AnyFI: An Anytime Frequent Itemset Mining Algorithm for Data Streams 
    Goyal, Navneet; Goyal, Poonam; Challa, Jagat Sesh (IEEE, 2017)
    Mining frequent itemsets from transactional data streams has been vastly studied in literature. The existing algorithms mine frequent itemsets within the stream's constrained environment of limited time and memory. However, ...
  • Anytime clustering of data streams while handling noise and concept drift 
    Goyal, Poonam; Goyal, Navneet; Challa, Jagat Sesh (Taylor & Francis, 2021-03)
    Clustering of data streams has become very popular in recent times, owing to rapid rise of real-time streaming utilities that produce large amounts of data at varying inter-arrival rates. We propose AnyClus, a framework ...

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