Construction and applications in data mining of Bayesian networks

Qinghua Daxue Xuebao/Journal of Tsinghua University

Volumn 41, Issue 1, 2001, Pages 49-52

  Lin, S M ^a   Tian, F Z ^a   Lu, Y C ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Bayesian networks; Data mining; Knowledge discovery; Machine learning

Indexed keywords

DATA ACQUISITION; DATA MINING; DATA PROCESSING; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS;

BAYESIAN NETWORKS; MACHINE LEARNING;

NEURAL NETWORKS;

EID: 0034841474     PISSN: 10000054     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Bayesian networks for data mining
2. Learning Bayesian networks: The combination of knowledge and statistical data
3. A characterization of the Dirichlet distribution with applicable to learning Bayesian networks
4. A Bayesian method for the induction of probabilistic networks from data
5. Approximating probabilistic inference in Bayesian belief networks is NP-hard
6. Learning equivalence classes of Bayesian-network structures
7. Real-world applications of Bayesian networks
8. Social class, parental encouragement, and educational aspirations
9. Bayesian classification (AutoClass): Theory and results