Thomas Lengauer
Molecular Biology · 1996–2019
A researcher in the Science corpus: 21 papers; trusts 11 researchers and is trusted by 46 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 103 citations into it; #3,360 of 17,773 by trust here, #4,078 by citations
- Artificial Intelligence — 37 citations into it; #8,932 of 35,345 by trust here, #5,221 by citations
- Genetics — 31 citations into it
- Statistics and Probability — 12 citations into it
Whom Thomas Lengauer trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Thomas Lengauer overall
- William L. Hamilton
- Gérard Biau
- Christopher Morris
- Baptiste Gregorutti
- Holger Gohlke
- Shengyou Huang
- Aaron Fisher
- Mehmet Gönen
- Steven M. Kearnes
- Justin Gilmer
Papers from Thomas Lengauer's perspective
Ordered by how strongly the researchers Thomas Lengauer trusts endorse each paper. Same corpus, a different order for every researcher.
- The Nature of Statistical Learning Theory
- Basic local alignment search tool.
- Random Forests
- Probabilistic reasoning in intelligent systems - networks of plausible inference
- Regularized multi--task learning
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- A training algorithm for optimal margin classifiers
- A new look at the statistical model identification
- Learning Gaussian processes from multiple tasks
- Gene Ontology: tool for the unification of biology
Their papers
- Multi-task learning for HIV therapy screening (2008) — 212 citations
- Automatic Generation of Complementary Descriptors with Molecular Graph Networks (2005) — 119 citations
- Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites (2000) — 477 citations
- BiQ Analyzer: visualization and quality control for DNA methylation data from bisulfite sequencing (2005) — 627 citations
- Computing topological parameters of biological networks (2008) — 1,731 citations
- Permutation importance: a corrected feature importance measure (2010) — 2,570 citations
- Co-clustering of biological networks and gene expression data (2002) — 369 citations
- AltAnalyze and DomainGraph: analyzing and visualizing exon expression data (2010) — 326 citations
- RnBeads 2.0: comprehensive analysis of DNA methylation data (2019) — 294 citations
- From hype to reality: data science enabling personalized medicine (2018) — 359 citations
- Comprehensive Analysis of DNA Methylation Data with RnBeads (2014) — 613 citations
- History-alignment models for bias-aware prediction of virological response to HIV combination therapy (2012) — 10 citations
- Predicting Response to Antiretroviral Treatment by Machine Learning: The EuResist Project (2012) — 59 citations
- Prediction of response to antiretroviral therapy by human experts and by the EuResist data‐driven expert system (the EVE study) (2010) — 54 citations
- Selecting anti-HIV therapies based on a variety of genomic and clinical factors (2008) — 75 citations
- A genome-wide association scan of nonsynonymous SNPs identifies a susceptibility variant for Crohn disease in ATG16L1 (2007) — 1,956 citations
- Bioinformatics prediction of HIV coreceptor usage (2007) — 354 citations
- Improved Prediction of Response to Antiretroviral Combination Therapy using the Genetic Barrier to Drug Resistance (2006) — 63 citations
- ROCR: visualizing classifier performance in R (2005) — 3,113 citations
- A fast flexible docking method using an incremental construction algorithm. (1996)