Jochen Kruppa

Molecular Biology · 2012–2017

A researcher in the Science corpus: 3 papers; trusts 3 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 25 citations into it; #14,892 of 17,773 by trust here, #11,818 by citations
• Artificial Intelligence — 7 citations into it

Whom Jochen Kruppa trusts overall

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

1. Chao Chen
2. Marco Sandri

Who trusts Jochen Kruppa overall

1. Hristos Tyralis

Papers from Jochen Kruppa's perspective

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

1. Random Forests
2. Screening large-scale association study data: exploiting interactions using random forests
3. Bias in random forest variable importance measures: Illustrations, sources and a solution
4. Unbiased Recursive Partitioning: A Conditional Inference Framework
5. Identifying SNPs predictive of phenotype using random forests (Genetic Epidemiology)
6. Gene selection and classification of microarray data using random forest
7. The behaviour of random forest permutation-based variable importance measures under predictor correlation (BMC Bioinformatics)
8. Permutation importance: a corrected feature importance measure
9. A framework to identify physiological responses in microarray-based gene expression studies: selection and interpretation of biologically relevant genes.
10. Variable Selection Using Random Forests

Their papers

• Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics (2012) — 896 citations
• Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease (2017) — 244 citations
• Loss-of-Function Mutations in APOC 3 , Triglycerides , and Coronary Disease (2014) — 861 citations