Rainer Spang
Molecular Biology · 2001–2018
A researcher in the Science corpus: 7 papers; trusts 40 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 67 citations into it; #5,821 of 17,773 by trust here, #5,968 by citations
- Artificial Intelligence — 28 citations into it
- Probabilistic & Bayesian Methods — 18 citations into it
- Causal Inference & Discovery — 8 citations into it
- Computational Theory and Mathematics — 8 citations into it
- Statistics and Probability — 7 citations into it
Whom Rainer Spang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nir Friedman
- David E. Heckerman
- Dirk Husmeier
- Graham J. Wills
- Hidde de Jong
- Dan Geiger
- Dana Pe'er
- Judea Pearl
- Jin Tian
- Juliane Schäfer
Who trusts Rainer Spang overall
Papers from Rainer Spang's perspective
Ordered by how strongly the researchers Rainer Spang trusts endorse each paper. Same corpus, a different order for every researcher.
- Causality : Models , Reasoning , and Inference
- Probabilistic reasoning in intelligent systems: Networks of plausible inference
- Using Bayesian Networks to Analyze Expression Data (Annual International Conference on Research in Computational Molecular Biology)
- Causal Discovery from a Mixture of Experimental and Observational Data
- Estimating the Dimension of a Model
- Learning Bayesian Networks with Local Structure
- Equivalence and Synthesis of Causal Models
- Approximating discrete probability distributions with dependence trees
- Learning Equivalence Classes of Bayesian Network Structures
- Information Theory: 1948-1998 - Guest Editorial
Their papers
- Predicting the clinical status of human breast cancer by using gene expression profiles (2001) — 1,465 citations
- Inferring cellular networks – a review (2007) — 438 citations
- Early dissemination seeds metastasis in breast cancer (2016) — 647 citations
- From hype to reality: data science enabling personalized medicine (2018) — 359 citations
- A biologic definition of Burkitt's lymphoma from transcriptional and genomic profiling. (2006) — 1,102 citations
- Probabilistic Soft Interventions in Conditional Gaussian Networks (2005) — 43 citations
- Role for E2F in Control of Both DNA Replication and Mitotic Functions as Revealed from DNA Microarray Analysis (2001) — 630 citations