Search Results - Alfred Ultsch

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  1. 1

    Recursive computed ABC (cABC) analysis as a precise method for reducing machine learning based feature sets to their minimum informative size by Jörn Lötsch, Alfred Ultsch

    Published in Scientific Reports (2023-04-01)
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  2. 2

    A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions. by Alfred Ultsch, Jörn Lötsch

    Published in PLoS ONE (2017-01-01)
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  3. 3

    Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans) by Alfred Ultsch, Jörn Lötsch

    Published in BMC Bioinformatics (2022-06-01)
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  4. 4

    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 in Data (2020-01-01)
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  5. 5

    Comparative assessment of projection and clustering method combinations in the analysis of biomedical data by Jörn Lötsch, Alfred Ultsch

    Published in Informatics in Medicine Unlocked (2024-01-01)
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  6. 6

    Functional abstraction as a method to discover knowledge in gene ontologies. by Alfred Ultsch, Jörn Lötsch

    Published in PLoS ONE (2014-01-01)
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  7. 7

    Pitfalls of Using Multinomial Regression Analysis to Identify Class-Structure-Relevant Variables in Biomedical Data Sets: Why a Mixture of Experts (MOE) Approach Is Better by Jörn Lötsch, Alfred Ultsch

    Published in BioMedInformatics (2023-10-01)
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  8. 8

    Enhancing Explainable Machine Learning by Reconsidering Initially Unselected Items in Feature Selection for Classification by Jörn Lötsch, Alfred Ultsch

    Published in BioMedInformatics (2022-12-01)
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  9. 9

    Clustering benchmark datasets exploiting the fundamental clustering problems by Michael C. Thrun, Alfred Ultsch

    Published in Data in Brief (2020-06-01)
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  10. 10

    Revisiting Fold-Change Calculation: Preference for Median or Geometric Mean over Arithmetic Mean-Based Methods by Jörn Lötsch, Dario Kringel, Alfred Ultsch

    Published in Biomedicines (2024-07-01)
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  11. 11

    Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling). by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch

    Published in PLoS ONE (2021-01-01)
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  12. 12

    Comparative assessment of automated algorithms for the separation of one-dimensional Gaussian mixtures by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch

    Published in Informatics in Medicine Unlocked (2022-01-01)
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  13. 13

    A perspective of randomness in a clinical test of olfactory performance by Jörn Lötsch, Thomas Hummel, Alfred Ultsch

    Published in Scientific Reports (2023-10-01)
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  14. 14

    Explainable AI Framework for Multivariate Hydrochemical Time Series by Michael C. Thrun, Alfred Ultsch, Lutz Breuer

    Published in Machine Learning and Knowledge Extraction (2021-02-01)
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  15. 15

    Analyzing the fine structure of distributions. by Michael C Thrun, Tino Gehlert, Alfred Ultsch

    Published in PLoS ONE (2020-01-01)
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  16. 16

    Artificial intelligence and machine learning in pain research: a data scientometric analysis by Jörn Lötsch, Alfred Ultsch, Benjamin Mayer, Dario Kringel

    Published in PAIN Reports (2022-12-01)
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  17. 17

    Self-organizing neural network-based generative AI with embedded error inflation control enhances effective knowledge extraction from preclinical studies with reduced sample size by Jörn Lötsch, Benjamin Mayer, Natasja de Bruin, Alfred Ultsch

    Published in Pharmacological Research (2026-05-01)
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  18. 18

    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 in Frontiers in Molecular Neuroscience (2017-08-01)
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  19. 19

    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 in NeuroImage: Clinical (2016-01-01)
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  20. 20

    Multimodal distribution of human cold pain thresholds. by Jörn Lötsch, Violeta Dimova, Isabel Lieb, Michael Zimmermann, Bruno G Oertel, Alfred Ultsch

    Published in PLoS ONE (2015-01-01)
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