Concepedia

Local-to-Global Bayesian Network Structure Learning.

Tian Gao, Kshitij Fadnis, Murray Campbell

International Conference on Machine Learning · 2017 · 26 citations · 20 references

Concepts

References

20

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 3.2K citations · Full text

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The max-min hill-climbing Bayesian network structure learning algorithm

Ioannis Tsamardinos, Laura E. Brown, Constantin Aliferis · Machine Learning · 2006 · 1.8K citations · Full text

, , +9

Toward optimal feature selection

Daphne Koller, Mehran Sahami · 1996 · 1.4K citations

, , +12

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

Constantin Aliferis, Alexander Statnikov, Ioannis Tsamardinos et al. · 2010 · 490 citations

, , +16

Algorithms for Large Scale Markov Blanket Discovery

Ioannis Tsamardinos, Constantin Aliferis, Alexander Statnikov · 2003 · 442 citations

, , +13