IEEE - Institute of Electrical and Electronics Engineers, Inc. - Efficient Divide-and-Conquer Classification Based on Parallel Feature-Space Decomposition for Distributed Systems

Author(s): Qi Guo ; Bo-Wei Chen ; Seungmin Rho ; Wen Ji ; Feng Jiang ; Xiangyang Ji ; Sun-Yuan Kung
Sponsor(s): IEEE Systems Council
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 7
ISSN (CD): 2373-7816
ISSN (Paper): 1932-8184
ISSN (Online): 1937-9234
DOI: 10.1109/JSYST.2015.2478800
Regular:

This paper presents a divide-and-conquer (DC) approach based on feature-space decomposition for classification. When large-scale data sets are present, typical approaches usually employed... View More

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