Concepedia

Zhigao Guo

ZG

7

Publications

429

Citations

7

H-Index

2017

Active since

Affiliations

Northwestern Polytechnical University(Current)

Queen Mary University of London

London South Bank University

Zhigao Guo is an author at Northwestern Polytechnical University specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningBayesian NetworksKnowledge DiscoveryStatistical InferenceData MiningNetwork AnalysisBayesian Inference

Publications per year

2017–2023

7

Publications

7

A survey of Bayesian Network structure learning

Neville K. Kitson, Anthony C. Constantinou, Zhigao Guo et al. · Artificial Intelligence Review · 2023 · 263 citations · Full text

Engineering, Network Analysis, Causal Inference +19

Learning Bayesian networks using the constrained maximum a posteriori probability method

Yang Yu, Xiaoguang Gao, Zhigao Guo et al. · Pattern Recognition · 2019 · 32 citations

Engineering, Machine Learning, Data Science +6

The impact of prior knowledge on causal structure learning

Anthony C. Constantinou, Zhigao Guo, Neville K. Kitson · Knowledge and Information Systems · 2023 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Learning Bayesian network parameters from small data sets: A further constrained qualitatively maximum a posteriori method

Zhigao Guo, Xiaoguang Gao, Hao Ren et al. · International Journal of Approximate Reasoning · 2017 · 30 citations

Small Data Sets, Bayesian Statistic, Engineering +14

Learning Bayesian network parameters via minimax algorithm

Xiaoguang Gao, Zhigao Guo, Hao Ren et al. · International Journal of Approximate Reasoning · 2019 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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