L. V. D. Gaag
Probabilistic & Bayesian Methods · 2000–2014
A researcher in the Science corpus: 3 papers; trusts 1 researcher and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Probabilistic & Bayesian Methods — 6 citations into it; #819 of 1,525 by trust here, #895 by citations
Whom L. V. D. Gaag trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts L. V. D. Gaag overall
- Christopher Nowzohour
- Rémi Le Priol
- Alexander Bauer
- Jens Behley
- Marc Dymetman
- Theodoros Rekatsinas
- Pranjul Yadav
- Junjie Zhang
- Mohan Sarovar
Papers from L. V. D. Gaag's perspective
Ordered by how strongly the researchers L. V. D. Gaag trusts endorse each paper. Same corpus, a different order for every researcher.
- Probabilistic reasoning in intelligent systems: Networks of plausible inference
- Local computations with probabilities on graphical structures and their application to expert systems
- Causal independence for probability assessment and inference using Bayesian networks
- Conditional Independence in Statistical Theory
- Probabilistic Networks and Expert Systems (Technometrics)
- Learning with Graphical Models
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Toward Normative Expert Systems: Part II Probability-Based Representations for Efficient Knowledge Acquisition and Inference
- Sequential updating of conditional probabilities on directed graphical structures
- Probabilistic reasoning in intelligent systems: Networks of plausible inference
Their papers
- Probabilistic Graphical Models (2014) — 609 citations
- Bayesian networks in biomedicine and health-care (2004) — 373 citations
- Building Probabilistic Networks: "Where Do the Numbers Come From?" Guest Editors Introduction (2000) — 294 citations