IEEE - Institute of Electrical and Electronics Engineers, Inc. - Detecting Label Errors in Crowd-Sourced Smartphone Sensor Data

2018 International Workshop on Social Sensing (SocialSens)

Author(s): Xiao Bo ; Christian Poellabauer ; Megan K. O'Brien ; Chaithanya Krishna Mummidisetty ; Arun Jayaraman
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2018
Conference Location: Orlando, FL, USA
Conference Date: 17 April 2018
Page(s): 20 - 25
ISBN (Electronic): 978-1-5386-6165-9
DOI: 10.1109/SocialSens.2018.00017
Regular:

Applications relying on supervised learning algorithms are susceptible to producing false outputs in the presence of label errors, i.e., situations were labels have been corrupted, both... View More

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