7 Papers
15 Citations
Jie Bai is an academic researcher from Chongqing University of Posts and Telecommunications. The author has contributed to research in topics: Principal component analysis & Intrusion detection system. The author has an hindex of 3, co-authored 3 publications.
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Papers
A Multi-Fault Diagnosis Method for Sensor Systems Based on Principle Component Analysis
Daqi Zhu,Jie Bai,Simon X. Yang +2 more
TL;DR: A model based on PCA (principal component analysis) and a neural network is proposed for the multi-fault diagnosis of sensor systems and the feasibility and effectiveness is demonstrated by simulation and comparison studies.
Traffic Accident Detection via Self-Supervised Consistency Learning in Driving Scenarios
TL;DR: This work aims to give the ability of Traffic Accident Detection for driving systems by proposing a Self-Supervised Consistency learning framework, termed as SSC-TAD, that involves the appearance, motion, and context consistency learning.
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A novel intrusion detection model based on multi-layer self-organizing maps and principal component analysis
Jie Bai,Yu Wu,Guoyin Wang,Simon X. Yang,Wenbin Qiu +4 more
- 28 May 2006
TL;DR: A novel approach to intrusion detection based on Multi-layered modified SOM neural network and Principal Component Analysis (PCA) is proposed and demonstrated that this model can provide a precise and efficient way for implementing the classifier in intrusion detection.
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A novel unsupervised anomaly detection based on robust principal component classifier
Wenbin Qiu,Yu Wu,Guoyin Wang,Simon X. Yang,Jie Bai,Jieying Li +5 more
- 18 Apr 2006
TL;DR: A novel scheme based on robust principal component classifier, which obtains principal components that are not influenced much by outliers is proposed, which can detect unknown intrusions effectively and has a good performance in detection rate and false positive rate especially.
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Deformation and mineralizing fluid circulation of gold-silver-bearing quartz veins in the Yushishan gold deposit, Altyn Mountain, northwestern China
TL;DR: In this article , the authors presented detailed evidence for solid deformation, hydrothermal fluid, and mineralization in a fault-controlled gold-silver-bearing quartz vein from the Yushishan gold deposit, Altyn Mountain, NW China.
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