IEEE - Institute of Electrical and Electronics Engineers, Inc. - Correntropy supervised non-negative matrix factorization

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Wenju Zhang ; Naiyang Guan ; Dacheng Tao ; Bin Mao ; Xuhui Huang ; Zhigang Luo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280629
Regular:

Non-negative matrix factorization (NMF) is a powerful dimension reduction method and has been widely used in many pattern recognition and computer vision problems. However, conventional NMF... View More

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