A non-parametric effect-size measure capturing changes in central tendency and data distribution shape.

by Jörn Lötsch, Alfred Ultsch
Published 2020-01-01

The Fundamental Clustering and Projection Suite (FCPS): A Dataset Collection to Test the Performance of Clustering and Data Projection Algorithms

by Alfred Ultsch, Jörn Lötsch
Published 2020-01-01

Functional abstraction as a method to discover knowledge in gene ontologies.

by Alfred Ultsch, Jörn Lötsch
Published 2014-01-01

A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions.

by Alfred Ultsch, Jörn Lötsch
Published 2017-01-01

Computed ABC Analysis for Rational Selection of Most Informative Variables in Multivariate Data.

by Alfred Ultsch, Jörn Lötsch
Published 2015-01-01

Clustering benchmark datasets exploiting the fundamental clustering problems

by Michael C. Thrun, Alfred Ultsch
Published 2020-06-01

Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling)

by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch
Published 2021-01-01

Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling).

by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch
Published 2021-01-01

Analyzing the fine structure of distributions.

by Michael C Thrun, Tino Gehlert, Alfred Ultsch
Published 2020-01-01

Explainable AI Framework for Multivariate Hydrochemical Time Series

by Michael C. Thrun, Alfred Ultsch, Lutz Breuer
Published 2021-02-01

Uncovering High-dimensional Structures of Projections from Dimensionality Reduction Methods

by Michael C. Thrun, PhD, Alfred Ultsch, Prof. Dr. habil.
Published 2020-01-01

Integrated Computational Analysis of Genes Associated with Human Hereditary Insensitivity to Pain. A Drug Repurposing Perspective

by Jörn Lötsch, Jörn Lötsch, Catharina Lippmann, Dario Kringel, Alfred Ultsch
Published 2017-08-01

Identification of disease-distinct complex biomarker patterns by means of unsupervised machine-learning using an interactive R toolbox (Umatrix)

by Jörn Lötsch, Florian Lerch, Ruth Djaldetti, Irmgard Tegder, Alfred Ultsch
Published 2018-04-01

Identification of Molecular Fingerprints in Human Heat Pain Thresholds by Use of an Interactive Mixture Model R Toolbox (AdaptGauss)

by Alfred Ultsch, Michael C. Thrun, Onno Hansen-Goos, Jörn Lötsch
Published 2015-10-01

Brain lesion-pattern analysis in patients with olfactory dysfunctions following head trauma

by Jörn Lötsch, Alfred Ultsch, Maren Eckhardt, Caroline Huart, Philippe Rombaux, Thomas Hummel
Published 2016-01-01

Multimodal distribution of human cold pain thresholds.

by Jörn Lötsch, Violeta Dimova, Isabel Lieb, Michael Zimmermann, Bruno G Oertel, Alfred Ultsch
Published 2015-01-01

Data-science based analysis of perceptual spaces of odors in olfactory loss

by Jörn Lötsch, Alfred Ultsch, Antje Hähner, Vivien Willgeroth, Moustafa Bensafi, Andrea Zaliani, Thomas Hummel
Published 2021-05-01

Machine-Learned Data Structures of Lipid Marker Serum Concentrations in Multiple Sclerosis Patients Differ from Those in Healthy Subjects

by Jörn Lötsch, Michael Thrun, Florian Lerch, Robert Brunkhorst, Susanne Schiffmann, Dominique Thomas, Irmgard Tegder, Gerd Geisslinger, Alfred Ultsch
Published 2017-06-01