A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data

Feng Liu; Fengzhan Tian; Qiliang Zhu

doi:10.1007/978-3-540-73871-8_38

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A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data

Feng Liu Fengzhan Tian Qiliang Zhu

Year: 2007 Lecture notes in computer science Pages: 412-421 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-540-73871-8_38

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Keywords:

Computer science Greedy algorithm Overfitting Bayesian network Weighted Majority Algorithm Artificial intelligence Redundancy (engineering) Machine learning Algorithm Wake-sleep algorithm Feature selection Relevance (law) Population-based incremental learning Bayesian probability Data mining Artificial neural network Generalization error

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Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Data Quality and Management

Social Sciences → Decision Sciences → Management Science and Operations Research

Data Mining Algorithms and Applications

Physical Sciences → Computer Science → Information Systems

A Novel Greedy Bayesian Network Structure Learning Algorithm for Limited Data

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