Florian Markowetz
Molecular Biology · 2005–2020
A researcher in the Science corpus: 9 papers; trusts 42 researchers and is trusted by 7 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 161 citations into it; #6,663 of 17,773 by trust here, #4,510 by citations
- Genetics — 80 citations into it
- Probabilistic & Bayesian Methods — 18 citations into it
- Artificial Intelligence — 17 citations into it
- Causal Inference & Discovery — 6 citations into it
- Computational Biology & Bioinformatics — 5 citations into it
Whom Florian Markowetz trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nir Friedman
- David E. Heckerman
- Jin Tian
- Dan Geiger
- Dirk Husmeier
- Graham J. Wills
- Hidde de Jong
- Judea Pearl
- Dana Pe'er
- Gregory F. Cooper
Who trusts Florian Markowetz overall
- Daniel Eaton
- Guanming Wu
- Anne-Claire Haury
- J. Dauparas
- Harvineet Singh
- Kevin P. Murphy
- Sara Magliacane
- Xin Feng
- Chris J. Oates
- Fantine Mordelet
Papers from Florian Markowetz's perspective
Ordered by how strongly the researchers Florian Markowetz 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)
- Information Theory: 1948-1998 - Guest Editorial
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Approximating discrete probability distributions with dependence trees
- ImageNet classification with deep convolutional neural networks
- A Tutorial on Learning with Bayesian Networks
- Probabilistic reasoning in intelligent systems - networks of plausible inference
- Estimating the Dimension of a Model
Their papers
- The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups (2012) — 5,719 citations
- Inferring cellular networks – a review (2007) — 438 citations
- The evolutionary history of 2,658 cancers (2017) — 937 citations
- Analyses of non-coding somatic drivers in 2,658 cancer whole genomes (2020) — 508 citations
- Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing (2018) — 609 citations
- Cancer Evolution: Mathematical Models and Computational Inference (2014) — 351 citations
- Poor-prognosis colon cancer is defined by a molecularly distinct subtype and develops from serrated precursor lesions (2013) — 772 citations
- Supplementary Materials for Quantitative Image Analysis of Cellular Heterogeneity in Breast Tumors Complements Genomic Profiling (2012) — 408 citations
- Probabilistic Soft Interventions in Conditional Gaussian Networks (2005) — 43 citations