Luis M. de Campos

Information Systems · 1996–2010

A researcher in the Science corpus: 3 papers; trusts 27 researchers and is trusted by 10 researchers here, as inferred from the citation graph.

Subfields

• Information Systems — 13 citations into it
• Artificial Intelligence — 12 citations into it; #10,004 of 35,345 by trust here, #33,294 by citations
• Probabilistic & Bayesian Methods — 10 citations into it
• Computer Vision and Pattern Recognition — 6 citations into it
• Management Science and Operations Research — 6 citations into it

Whom Luis M. de Campos trusts overall

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

1. Christopher Meek
2. Tom L. Burr
3. Wray L. Buntine
4. Robin D. Burke
5. David E. Heckerman
6. Nir Friedman
7. Thomas Verma
8. Judea Pearl
9. Michael J. Pazzani
10. Thomas Hofmann

Who trusts Luis M. de Campos overall

1. László Györfi
2. Rónán Daly
3. Neville Kenneth Kitson
4. Harro Walk
5. Qiang Shen
6. Jesús Bobadilla
7. Anthony Costa Constantinou
8. Stuart Aitken
9. Zhi-gao Guo
10. Fernando Ortega

Papers from Luis M. de Campos's perspective

Ordered by how strongly the researchers Luis M. de Campos trusts endorse each paper. Same corpus, a different order for every researcher.

1. Probabilistic reasoning in intelligent systems: Networks of plausible inference
2. Empirical Analysis of Predictive Algorithms for Collaborative Filtering
3. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. ImageNet classification with deep convolutional neural networks
6. Approximating discrete probability distributions with dependence trees
7. Latent Dirichlet Allocation
8. Attention is All you Need (Neural Information Processing Systems)
9. Probabilistic reasoning in intelligent systems - networks of plausible inference
10. Learning Bayesian Networks with Local Structure

Their papers

• A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests (2006) — 349 citations
• Combining content-based and collaborative recommendations: A hybrid approach based on Bayesian networks (2010) — 302 citations
• An Algorithm for Finding Minimum d-Separating Sets in Belief Networks (1996)