Laura E. Brown

Artificial Intelligence · 2003–2006

A researcher in the Science corpus: 3 papers; trusts 26 researchers and is trusted by 49 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 10 citations into it; #4,640 of 35,345 by trust here, #9,968 by citations
• Probabilistic & Bayesian Methods — 9 citations into it

Whom Laura E. Brown trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Ioannis Tsamardinos
2. David Maxwell Chickering
3. Clark Glymour
4. Nir Friedman
5. Constantin F. Aliferis
6. Peter Spirtes
7. Christopher Meek
8. Richard E. Neapolitan
9. David E. Heckerman
10. Jorma Rissanen

Who trusts Laura E. Brown overall

1. Alain Hauser
2. Ioannis Tsamardinos
3. Jack Kuipers
4. Rónán Daly
5. Peter Buhlmann
6. Diviyan Kalainathan
7. Preetam Nandy
8. Marco Scutari
9. Marloes H. Maathuis
10. Olivier Goudet

Papers from Laura E. Brown's perspective

Ordered by how strongly the researchers Laura E. Brown trusts endorse each paper. Same corpus, a different order for every researcher.

1. Learning Bayesian networks: The combination of knowledge and statistical data
2. Optimal Structure Identification With Greedy Search
3. Causality : Models , Reasoning , and Inference
4. Learning Equivalence Classes of Bayesian Network Structures
5. Strong completeness and faithfulness in Bayesian networks
6. Probabilistic reasoning in intelligent systems - networks of plausible inference
7. Equivalence and Synthesis of Causal Models
8. Estimating the Dimension of a Model
9. Causation, prediction, and search
10. On Information and Sufficiency

Their papers

• The max-min hill-climbing Bayesian network structure learning algorithm (2006) — 2,195 citations
• Scaling-Up Bayesian Network Learning to Thousands of Variables Using Local Learning Techniques (2003) — 22 citations
• Autominder: an intelligent cognitive orthotic system for people with memory impairment (2003) — 411 citations