Fuzzy Classification With Restricted Boltzman Machines and Echo-State Networks for Predicting Potential Railway Door System Failures

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Author
Fink, Olga
Zio, Enrico
Weidmann, Ulrich
Date
2015
Type
    Journal Article
Publication status
published
External links
Journal / series
IEEE Transactions on Reliability
Volume
64(3)
Pages / Article No.
861 - 868
Publisher
IEEE
Subject
Discrete-event diagnostic data; Echo-state networks; Failure prediction; Fuzzy sets; Railway door system failures; Restricted Boltzman machines
Organisational unit
03674 - Weidmann, Ulrich / Weidmann, Ulrich  
02226 - NSL - Netzwerk Stadt und Landschaft / NSL - Network City and Landscape
02655 - Netzwerk Stadt u. Landschaft ARCH u BAUG / Network City and Landscape ARCH and BAUG
Notes
Manuscript received 5 February 2014, Revised 21 July 2014, 13 October 2014, 4 November 2014 and 1 February 2015, Accepted 13 April 2015.
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