IEEE - Institute of Electrical and Electronics Engineers, Inc. - A new one-class SVM for anomaly detection

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

Author(s): Yuting Chen ; Jing Qian ; Venkatesh Saligrama
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): 3,567 - 3,571
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638322
Regular:

Given n i.i.d. samples from some unknown nominal density f0, the task of anomaly detection is to learn a mechanism that tells whether a new test point ? is nominal or anomalous, under... View More

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