IEEE - Institute of Electrical and Electronics Engineers, Inc. - Implementing reliable learning through Reliable Support Vector Machines

2011 Ieee Symposium On Foundations Of Computational Intelligence - Part Of 17273 - 2011 Sscifo

Author(s): Ferrari, E. ; Muselli, M.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2011
Conference Location: Paris, France, France
Conference Date: 11 April 2011
Page(s): 100 - 106
ISBN (CD): 978-1-4244-9980-9
ISBN (Electronic): 978-1-4244-9982-3
ISBN (Paper): 978-1-4244-9981-6
DOI: 10.1109/FOCI.2011.5949475
Regular:

Starting from the theoretical framework of reliable learning, a new classification algorithm capable of using prior information on the reliability of a training set has been developed. It consists... View More

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