Jonathan Kelly

Probabilistic & Bayesian Methods · with Bell · 2002

A researcher in the Science corpus: 1 paper; trusts 3 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 7 citations into it

Whom Jonathan Kelly trusts overall

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

1. Peter Spirtes
2. Christopher Meek
3. Huaiyu Zhu
4. Max Henrion
5. Graham J. Wills
6. David E. Heckerman
7. Nir Friedman

Who trusts Jonathan Kelly overall

1. Ioannis Tsamardinos
2. Luis M. de Campos
3. Finn Verner Jensen
4. Constantin F. Aliferis

Papers from Jonathan Kelly's perspective

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

1. Probabilistic reasoning in intelligent systems: Networks of plausible inference
2. Approximating discrete probability distributions with dependence trees
3. Learning Bayesian networks: The combination of knowledge and statistical data
4. Equivalence and Synthesis of Causal Models
5. Learning Bayesian Networks with Local Structure
6. Strong completeness and faithfulness in Bayesian networks
7. Causation, prediction, and search
8. Learning Equivalence Classes of Bayesian Network Structures
9. A Tutorial on Learning with Bayesian Networks
10. The ALARM Monitoring System: A Case Study with two Probabilistic Inference Techniques for Belief Networks

Their papers

• Learning Bayesian networks from data: An information-theory based approach (2002) — 833 citations