IEEE - Institute of Electrical and Electronics Engineers, Inc. - Kernel-based tensor partial least squares for reconstruction of limb movements

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Qibin Zhao ; Guoxu Zhou ; Tulay Adali ; Liqing Zhang ; Andrzej Cichocki
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 3,577 - 3,581
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638324
Regular:

We present a new supervised tensor regression method based on multi-way array decompositions and kernel machines. The main issue in the development of a kernel-based framework for tensorial data... View More

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