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Data stream classification with novel class detection: a review, comparison and challenges

Din, SU; Shao, JM; Kumar, J; Mawuli, CB; Mahmud, SMH; Zhang, W; Yang, QL

Shao, JM (corresponding author), Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu 611731, Peoples R China.; Shao, JM (corresponding author), Univ Elect Sci & Technol China, Yangtze Delta Reg Inst Huzhou, Huzhou 313001, Peoples R China.

KNOWLEDGE AND INFORMATION SYSTEMS, 2021; 63 (9): 2231

Abstract

Developing effective and efficient data stream classifiers is challenging for the machine learning community because of the dynamic nature of data str......

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