A unified framework for sparse online learning

The amount of data in our society has been exploding in the era of big data. This article aims to address several open challenges in big data stream classification. Many existing studies in data mining literature follow the batch learning setting, which suffers from low efficiency and poor scalabili...

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Bibliographic Details
Main Authors: ZHAO, Peilin, WONG, Dayong, WU, Pengcheng, HOI, Steven C. H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
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Online Access:https://ink.library.smu.edu.sg/sis_research/5957
https://ink.library.smu.edu.sg/context/sis_research/article/6960/viewcontent/UnitedFrameworkSOL_2020_av.pdf
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Institution: Singapore Management University
Language: English

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