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Page 1
Alignment-Free Sequence Comparison: A Systematic Survey From a Machine Learning Perspective.
IEEE/ACM Trans Comput Biol Bioinform. 2023 Jan-Feb;20(1):119-135. doi: 10.1109/TCBB.2022.3140873. Epub 2023 Feb 3.
IEEE/ACM Trans Comput Biol Bioinform. 2023.
PMID: 34990369
Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences.
Kaden M, Bohnsack KS, Weber M, Kudła M, Gutowska K, Blazewicz J, Villmann T.
Kaden M, et al.
Neural Comput Appl. 2022;34(1):67-78. doi: 10.1007/s00521-021-06018-2. Epub 2021 Apr 27.
Neural Comput Appl. 2022.
PMID: 33935376
Free PMC article.
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The Resolved Mutual Information Function as a Structural Fingerprint of Biomolecular Sequences for Interpretable Machine Learning Classifiers.
Bohnsack KS, Kaden M, Abel J, Saralajew S, Villmann T.
Bohnsack KS, et al. Among authors: kaden m.
Entropy (Basel). 2021 Oct 17;23(10):1357. doi: 10.3390/e23101357.
Entropy (Basel). 2021.
PMID: 34682081
Free PMC article.
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Application of an interpretable classification model on Early Folding Residues during protein folding.
Bittrich S, Kaden M, Leberecht C, Kaiser F, Villmann T, Labudde D.
Bittrich S, et al. Among authors: kaden m.
BioData Min. 2019 Jan 5;12:1. doi: 10.1186/s13040-018-0188-2. eCollection 2019.
BioData Min. 2019.
PMID: 30627219
Free PMC article.
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AI-Based Multi Sensor Fusion for Smart Decision Making: A Bi-Functional System for Single Sensor Evaluation in a Classification Task.
Zoghlami F, Kaden M, Villmann T, Schneider G, Heinrich H.
Zoghlami F, et al. Among authors: kaden m.
Sensors (Basel). 2021 Jun 27;21(13):4405. doi: 10.3390/s21134405.
Sensors (Basel). 2021.
PMID: 34199090
Free PMC article.
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Clustering by fuzzy neural gas and evaluation of fuzzy clusters.
Geweniger T, Fischer L, Kaden M, Lange M, Villmann T.
Geweniger T, et al. Among authors: kaden m.
Comput Intell Neurosci. 2013;2013:165248. doi: 10.1155/2013/165248. Epub 2013 Dec 16.
Comput Intell Neurosci. 2013.
PMID: 24396342
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