Probabilistic principal component analysis‐based anomaly detection for structures with missing data

2021 ◽  
Author(s):  
Zhi Ma ◽  
Chung‐Bang Yun ◽  
Hua‐Ping Wan ◽  
Yanbin Shen ◽  
Feng Yu ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Missing Data ◽  
Anomaly Detection ◽  
Principal Component ◽  
Component Analysis ◽  
Probabilistic Principal Component Analysis

scholarly journals Probabilistic Principal Component Analysis using Expectation Maximization (PPCA-EM) for Analyzing 3D Volumes with Missing Data

2010 ◽  
Vol 16 (S2) ◽  
pp. 836-837
Author(s):  
L Yu ◽  
RR Snapp ◽  
T Ruiz ◽  
M Radermacher
Keyword(s):  
Principal Component Analysis ◽  
Missing Data ◽  
Expectation Maximization ◽  
Principal Component ◽  
Component Analysis ◽  
Probabilistic Principal Component Analysis

Extended abstract of a paper presented at Microscopy and Microanalysis 2010 in Portland, Oregon, USA, August 1 – August 5, 2010.

scholarly journals An Anomaly Detection Algorithm for Microservice Architecture Based on Robust Principal Component Analysis

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 226397-226408
Author(s):  
Mingxu Jin ◽  
Aoran Lv ◽  
Yuanpeng Zhu ◽  
Zijiang Wen ◽  
Yubin Zhong ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Anomaly Detection ◽  
Principal Component ◽  
Component Analysis ◽  
Detection Algorithm ◽  
Robust Principal Component Analysis ◽  
Microservice Architecture

Principal Component Analysis with Missing Data and Its Application to Polyhedral Object Modeling

2001 ◽  
pp. 3-39 ◽  
Author(s):  
Harry Shum ◽  
Katsushi Ikeuchi ◽  
Raj Reddy
Keyword(s):  
Principal Component Analysis ◽  
Missing Data ◽  
Principal Component ◽  
Component Analysis ◽  
Object Modeling

Autonomous profile-based anomaly detection system using principal component analysis and flow analysis

2015 ◽  
Vol 34 ◽  
pp. 513-525 ◽  
Author(s):  
Gilberto Fernandes ◽  
Joel J.P.C. Rodrigues ◽  
Mario Lemes Proença
Keyword(s):  
Principal Component Analysis ◽  
Anomaly Detection ◽  
Detection System ◽  
Flow Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
Anomaly Detection System
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