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Thomas Lengauer

Researcher at Max Planck Society

Publications -  477
Citations -  37847

Thomas Lengauer is an academic researcher from Max Planck Society. The author has contributed to research in topics: DNA methylation & Gene. The author has an hindex of 80, co-authored 477 publications receiving 34430 citations. Previous affiliations of Thomas Lengauer include Stanford University & Bell Labs.

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ROCR: visualizing classifier performance in R

TL;DR: UNLABELLED ROCR is a package for evaluating and visualizing the performance of scoring classifiers in the statistical language R that features over 25 performance measures that can be freely combined to create two-dimensional performance curves.
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A Fast Flexible Docking Method using an Incremental Construction Algorithm

TL;DR: This work presents an automatic method for docking organic ligands into protein binding sites that combines an appropriate model of the physico-chemical properties of the docked molecules with efficient methods for sampling the conformational space of the ligand.
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Improved scoring of functional groups from gene expression data by decorrelating GO graph structure

TL;DR: Two novel algorithms that improve GO group scoring using the underlying GO graph topology are presented and it is shown that both methods eliminate local dependencies between GO terms and point to relevant areas in the GO graph that remain undetected with state-of-the-art algorithms for scoring functional terms.
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Computing topological parameters of biological networks

TL;DR: The versatile Cytoscape plugin NetworkAnalyzer computes and displays a comprehensive set of topological parameters, which includes the number of nodes, edges, and connected components, the network diameter, radius, density, centralization, heterogeneity, and clustering coefficient, and the characteristic path length.