Learning Bayesian Network Structure Using Genetic Algorithm with Consideration of the Node Ordering via Principal Component Analysis

Journal of the Iranian Statistical Society ◽

10.18869/acadpub.jirss.15.2.45 ◽

2016 ◽

Vol 15 (2) ◽

pp. 45-62

Author(s):

Vahid Rezaei Tabar ◽

◽

Maryam Mahdavi ◽

‎Saghar Heidari ◽

Sima Naghizadeh ◽

...

Keyword(s):

Genetic Algorithm ◽

Principal Component Analysis ◽

Bayesian Network ◽

Network Structure ◽

Principal Component ◽

Component Analysis ◽

Bayesian Network Structure

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An Unsupervised Change Detection Approach for Remote Sensing Image Using Principal Component Analysis and Genetic Algorithm

Lecture Notes in Computer Science - Image and Graphics ◽

10.1007/978-3-319-21978-3_52 ◽

2015 ◽

pp. 589-602 ◽

Author(s):

Lin Wu ◽

Yunhong Wang ◽

Jiangtao Long ◽

Zhisheng Liu

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Principal Component Analysis ◽

Change Detection ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Detection Approach

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Investigation of Environmental Pollution of Offshore Gas Platforms in South Pars Field with Principal Component Analysis and Bayesian Network Model from 2019 to 2020: A Descriptive Study

Journal of Rafsanjan University of Medical Sciences ◽

10.52547/jrums.20.8.905 ◽

2021 ◽

Vol 20 (8) ◽

pp. 905-920

Author(s):

R. Mohammad Zadeh ◽

M. Mirza Ebrahim Tehrani ◽

S. A. Jozi ◽

R. Moogouei ◽

◽

...

Keyword(s):

Principal Component Analysis ◽

Bayesian Network ◽

Environmental Pollution ◽

Network Model ◽

Principal Component ◽

Descriptive Study ◽

Component Analysis ◽

Bayesian Network Model

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Immune allied genetic algorithm for Bayesian network structure learning

10.1117/12.920298 ◽

2012 ◽

Author(s):

Qin Song ◽

Feng Lin ◽

Wei Sun ◽

KC Chang

Keyword(s):

Genetic Algorithm ◽

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Intelligent decision method of sludge bulking using recursive kernel principal component analysis and Bayesian network

Control Engineering Practice ◽

10.1016/j.conengprac.2021.105038 ◽

2022 ◽

Vol 121 ◽

pp. 105038

Author(s):

Zheng Liu ◽

Hong-Gui Han ◽

Li-Xin Dong ◽

Hong-Yan Yang ◽

Jun-Fei Qiao

Keyword(s):

Principal Component Analysis ◽

Bayesian Network ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Decision Method ◽

Sludge Bulking ◽

Intelligent Decision

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Principal Component Analysis Based on Quantum Genetic Algorithm with T-Distribution Parameters

2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac50856.2021.9390901 ◽

2021 ◽

Author(s):

Yujie Shen ◽

Wei Nai ◽

Yue Li ◽

Jiadi Shen ◽

Zan Yang ◽

...

Keyword(s):

Genetic Algorithm ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Quantum Genetic Algorithm ◽

Distribution Parameters ◽

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Soft sensor design and fault detection using Bayesian network and probabilistic principal component analysis

Journal of Advanced Manufacturing and Processing ◽

10.1002/amp2.10027 ◽

2019 ◽

Vol 1 (4) ◽

Author(s):

Ahad Mohammadi ◽

Reza Zarghami ◽

Dimitri Lefebvre ◽

Shahab Golshan ◽

Navid Mostoufi

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Bayesian Network ◽

Principal Component ◽

Component Analysis ◽

Soft Sensor ◽

Sensor Design ◽

Probabilistic Principal Component Analysis

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Combination of Principal Component Analysis and Genetic Algorithm for Microbial Biomarker Identification in Obesity

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2018.8621413 ◽

2018 ◽

Author(s):

Ping Zhang ◽

Nicholas West ◽

Pin-Yen Chen ◽

Allan Cripps ◽

Amanda Cox

Keyword(s):

Genetic Algorithm ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Biomarker Identification

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A method derived from genetic algorithm, principal component analysis and artificial neural networks to enhance classification capability of laser-Induced breakdown spectroscopy

AOPC 2017: Optical Spectroscopy and Imaging ◽

10.1117/12.2281493 ◽

2017 ◽

Author(s):

Peng Zhang ◽

Lanxiang Sun ◽

Haiyang Kong ◽

Haibin Yu ◽

Meiting Guo ◽

...

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Laser Induced Breakdown Spectroscopy ◽

Breakdown Spectroscopy ◽

Laser Induced Breakdown ◽

Classification Capability

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Prediction of Destroyed Floor Depth Based on Principal Component Analysis (PCA)-Genetic Algorithm (GA)-Support Vector Regression (SVR)

Geotechnical and Geological Engineering ◽

10.1007/s10706-020-01227-3 ◽

2020 ◽

Vol 38 (4) ◽

pp. 3481-3491

Author(s):

Weifu Gao ◽

Jin Han

Keyword(s):

Genetic Algorithm ◽

Principal Component Analysis ◽

Support Vector Regression ◽

Principal Component ◽

Component Analysis ◽

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Discerning Functional Connections in the Pulsed Neural Networks with the Dynamic Bayesian Network Structure Search Method Based on a Genetic Algorithm

Journal of Computational Biology ◽

10.1089/cmb.2019.0147 ◽

2019 ◽

Vol 26 (11) ◽

pp. 1243-1252

Author(s):

Chaoxuan Dong ◽

Xiao-Yan Chen ◽

Chao-Yi Dong

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Bayesian Network ◽

Network Structure ◽

Dynamic Bayesian Network ◽

Search Method ◽

Functional Connections ◽

Bayesian Network Structure ◽

Structure Search ◽

Pulsed Neural Networks

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