Anthony Costa Constantinou

Artificial Intelligence · 2021

A researcher in the Science corpus: 1 paper; trusts 8 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 39 citations into it
• Probabilistic & Bayesian Methods — 17 citations into it
• Statistics and Probability — 14 citations into it
• Computational Theory and Mathematics — 6 citations into it

Whom Anthony Costa Constantinou trusts overall

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

1. Peter Spirtes
2. David Maxwell Chickering
3. Clark Glymour
4. Christopher Meek
5. Jiji Zhang
6. David E. Heckerman
7. Donald B. Rubin
8. Jorma Rissanen
9. Tom Fawcett
10. Luis M. de Campos

Papers from Anthony Costa Constantinou's perspective

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

1. Learning Bayesian networks: The combination of knowledge and statistical data
2. Learning Equivalence Classes of Bayesian Network Structures
3. Probabilistic reasoning in intelligent systems: Networks of plausible inference
4. Causation, prediction, and search
5. Causal inference and causal explanation with background knowledge
6. Learning Gaussian Networks
7. The ALARM Monitoring System: A Case Study with two Probabilistic Inference Techniques for Belief Networks
8. Ancestral graph Markov models
9. Learning high-dimensional directed acyclic graphs with latent and selection variables
10. Optimal Structure Identification With Greedy Search

Their papers

• A survey of Bayesian Network structure learning (2021) — 363 citations