Browsing by Subject "Data Stream Classification"

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Novel Class Detection in Concept Drifting Data Streams Using Decision Tree Leaves

Saha, Deepita; Haque, Md Mozzammel; Sarkar, Akash; Alam, Famina (2018-10-24)

Concept drifting data streams often occurs in weather forecasting, intrusion detection and other applications. One of the difficulties with handling concept drifting data streams is the existence of novel classes in the ...