Bayesian networks for knowledge discovery

The KDD process for extracting useful knowledge from volumes of data

Communications of the ACM

A survey of methodologies and technologies for data mining and intelligent data discovery

Data mining for design and manufacturing

A Guide to the Literature on Learning Probabilistic Networks from Data

IEEE Transactions on Knowledge and Data Engineering

Knowledge discovery from data?

IEEE Intelligent Systems

Data Mining and Knowledge Discovery: Making Sense Out of Data

IEEE Expert: Intelligent Systems and Their Applications

Parallel Data Mining of Bayesian Networks from Telecommunications Network Data

IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing

Business Process Understanding: Mining Many Datasets

RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing

Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets

CL '00 Proceedings of the First International Conference on Computational Logic

References

Intelligent data analysis

Prospects and challenges for multi-relational data mining

ACM SIGKDD Explorations Newsletter

Bayesian networks for knowledge discovery in large datasets: basics for nurse researchers

Journal of Biomedical Informatics - Special issue: Building nursing knowledge through infomatics: from concept representation to data mining

Learning probabilistic networks

The Knowledge Engineering Review

A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Data mining for lifetime prediction of metallic components

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

UNSUPERVISED ANOMALY DETECTION IN LARGE DATABASES USING BAYESIAN NETWORKS

Applied Artificial Intelligence

Qualitative Knowledge Discovery

Semantics in Data and Knowledge Bases

Intelligent data analysis applied to debug complex software systems

Neurocomputing

Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs

Journal of Artificial Intelligence Research

Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents

Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents

Chain graphs for learning

UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence