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Approximate Learning of High Dimensional Bayesian Network Structures via Pruning of Candidate Parent Sets

Entropy (Basel, Switzerland), 2020-10, Vol.22 (10), p.1142

2020

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Constrained Adjusted Maximum a Posteriori Estimation of Bayesian Network Parameters

Entropy (Basel, Switzerland), 2021-09, Vol.23 (10), p.1283

2021

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A Novel Qualitative Maximum a Posteriori Estimation for Bayesian Network Parameters Based on Computing the Center Point of Constrained Parameter Regions

IEEE access, 2022, Vol.10, p.37269-37280

2022

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Bearing Fault Diagnosis Under Small Data Set Condition: A Bayesian Network Method With Transfer Learning for Parameter Estimation

IEEE access, 2022, Vol.10, p.35768-35783

2022

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Learning Bayesian networks by constrained Bayesian estimation

Journal of systems engineering and electronics, 2019-06, Vol.30 (3), p.511-524

2019

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Finding optimal Bayesian networks by a layered learning method

Journal of systems engineering and electronics, 2019-10, Vol.30 (5), p.946

2019

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Structure learning on Bayesian networks by finding the optimal ordering with and without priors

Journal of systems engineering and electronics, 2018-12, Vol.29 (6), p.1209

2018

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Learning Bayesian network parameters under new monotonic constraints

Journal of systems engineering and electronics, 2017-12, Vol.28 (6), p.1248-1255

2017

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Learning Bayesian networks using the constrained maximum a posteriori probability method

Pattern recognition, 2019-07, Vol.91, p.123-134

2019

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A survey of Bayesian Network structure learning

The Artificial intelligence review, 2023-08, Vol.56 (8), p.8721-8814

2023

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Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data

International journal of approximate reasoning, 2021-04, Vol.131, p.151-188

2021

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Effective and efficient structure learning with pruning and model averaging strategies

International journal of approximate reasoning, 2022-12, Vol.151, p.292-321

2022

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The impact of prior knowledge on causal structure learning

Knowledge and information systems, 2023-08, Vol.65 (8), p.3385-3434

2023

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A Threat Assessment Method for Unmanned Aerial Vehicle Based on Bayesian Networks under the Condition of Small Data Sets

Mathematical problems in engineering, 2018-01, Vol.2018 (2018), p.1-17

2018

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Finding optimaI Bayesian networks by a Iayered Iearning method

系统工程与电子技术（英文版）, 2019, Vol.30 (5), p.946-958

2019

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Pain Assessment Using Facial Action Units and Bayesian Network

2021 40th Chinese Control Conference (CCC), 2021, p.4665-4670

2021

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Modulating the threshold voltage of oxide nanowire field-effect transistors by a Ga^＋ ion beam

Nano research, 2014-11, Vol.7 (11), p.1691-1698

2014

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Varying Balancing Transfer Learning for BN Parameter Estimation

2020 Chinese Control And Decision Conference (CCDC), 2020, p.2179-2184

2020

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A single dose of an adenovirus-vectored vaccine provides protection against SARS-CoV-2 challenge

Nature communications, 2020-08, Vol.11 (1), p.4081-7, Article 4081

2020

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A Universal Strategy toward Air‐Stable and High‐Rate O3 Layered Oxide Cathodes for Na‐Ion Batteries

Advanced functional materials, 2022-04, Vol.32 (17), p.n/a

2022

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Assessing China’s provincial electricity spot market pilot operations: Lessons from Guangdong province

Energy policy, 2022-05, Vol.164, p.112917, Article 112917

2022

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Stabilization of arsenic-cadmium co-contaminated soil with the iron-manganese sludge derived amendment: Effects and mechanisms

Journal of environmental management, 2024-11, Vol.370, p.122570, Article 122570

2024

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Stella safeguards the oocyte methylome by preventing de novo methylation mediated by DNMT1

Nature (London), 2018-12, Vol.564 (7734), p.136-140

2018

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Effects of combined amendments on crop yield and cadmium uptake in two cadmium contaminated soils under rice-wheat rotation

Ecotoxicology and environmental safety, 2018-02, Vol.148, p.303-310

2018

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Balanced Interfacial Ion Concentration and Migration Steric Hindrance Promoting High‐Efficiency Deposition/Dissolution Battery Chemistry

Advanced materials (Weinheim), 2022-10, Vol.34 (40), p.e2204681-n/a

2022

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Approximate Learning of High Dimensional Bayesian Network Structures via Pruning of Candidate Parent Sets

Constrained Adjusted Maximum a Posteriori Estimation of Bayesian Network Parameters

A Novel Qualitative Maximum a Posteriori Estimation for Bayesian Network Parameters Based on Computing the Center Point of Constrained Parameter Regions

Bearing Fault Diagnosis Under Small Data Set Condition: A Bayesian Network Method With Transfer Learning for Parameter Estimation

Learning Bayesian networks by constrained Bayesian estimation

Finding optimal Bayesian networks by a layered learning method

Structure learning on Bayesian networks by finding the optimal ordering with and without priors

Learning Bayesian network parameters under new monotonic constraints

Learning Bayesian networks using the constrained maximum a posteriori probability method

A survey of Bayesian Network structure learning

Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data

Effective and efficient structure learning with pruning and model averaging strategies

The impact of prior knowledge on causal structure learning

A Threat Assessment Method for Unmanned Aerial Vehicle Based on Bayesian Networks under the Condition of Small Data Sets

Finding optimaI Bayesian networks by a Iayered Iearning method

Pain Assessment Using Facial Action Units and Bayesian Network

Modulating the threshold voltage of oxide nanowire field-effect transistors by a Ga^＋ ion beam

Varying Balancing Transfer Learning for BN Parameter Estimation

A single dose of an adenovirus-vectored vaccine provides protection against SARS-CoV-2 challenge

A Universal Strategy toward Air‐Stable and High‐Rate O3 Layered Oxide Cathodes for Na‐Ion Batteries

Assessing China’s provincial electricity spot market pilot operations: Lessons from Guangdong province

Stabilization of arsenic-cadmium co-contaminated soil with the iron-manganese sludge derived amendment: Effects and mechanisms

Stella safeguards the oocyte methylome by preventing de novo methylation mediated by DNMT1

Effects of combined amendments on crop yield and cadmium uptake in two cadmium contaminated soils under rice-wheat rotation

Balanced Interfacial Ion Concentration and Migration Steric Hindrance Promoting High‐Efficiency Deposition/Dissolution Battery Chemistry

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