A Bayesian Failure Prediction Network Based on Text Sequence Mining and Clustering

A Bayesian Failure Prediction Network Based on Text Sequence Mining and Clustering

The purpose of this paper is to predict failures based on textual sequence data. The current failure prediction is mainly based on structured data. However, there are many unstructured data in aircraft maintenance. The failure mentioned here refers to failure types, such as transmitter failure and s...

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Bibliographic Details
Main Authors: Wenbing Chang, Zhenzhong Xu, Meng You, Shenghan Zhou, Yiyong Xiao, Yang Cheng
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Entropy
Subjects:
textual data
word2vec
CFSFDP
PrefixSpan
Bayesian failure network
Online Access:https://www.mdpi.com/1099-4300/20/12/923

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