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The Mathematics of Divergence Based Online Learning in Vector Quantization
(2010)
Villmann, Thomas
;
Haase, Sven
;
Schleif, Frank-Michael
;
Hammer, Barbara
;
Biehl, Michael
Matrix Metric Adaptation Linear Discriminant Analysis of Biomedical Data
(2009)
Strickert, Marc
;
Keilwagen, Jens
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Biehl, Michael
Supervised Neural Gas for Classification of Functional Data and Its Application to the Analysis of Clinical Proteom Spectra
(2007)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
Recent trends in learning of structured and non-standard data
(2014)
Schleif, Frank-Michael
;
Tiño, Peter
;
Villmann, Thomas
Association Learning in SOMs for Fuzzy-Classification
(2007)
Villmann, Thomas
;
Schleif, Frank-Michael
;
van der Werff, Martijn
;
Deelder, André M.
;
Tollenaar, Rob A. E. M.
Divergence Based Online Learning in Vector Quantization
(2010)
Villmann, Thomas
;
Haase, Sven
;
Schleif, Frank-Michael
;
Hammer, Barbara
Fuzzy Labeled Soft Nearest Neighbor Classification with Relevance Learning
(2005)
Villmann, Thomas
;
Schleif, Frank-Michael
;
Hammer, Barbara
High Dimensional Matrix Relevance Learning
(2014)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Zhu, Xibin
Stationarity of Matrix Relevance LVQ
(2015)
Biehl, Michael
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Schneider, Petra
;
Villmann, Thomas
Limited Rank Matrix Learning, discriminative dimension reduction and visualization
(2012)
Bunte, Kerstin
;
Schneider, Petra
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Biehl, Michael
Large margin linear discriminative visualization by Matrix Relevance Learning
(2012)
Biehl, Michael
;
Bunte, Kerstin
;
Schleif, Frank-Michael
;
Schneider, Petra
;
Villmann, Thomas
Efficient Kernelized Prototype Based Classification
(2011)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
;
Schneider, Petra
Divergence-based classification in learning vector quantization
(2011)
Mwebaze, Ernest
;
Schneider, Petra
;
Schleif, Frank-Michael
;
Aduwo, Jennifer R.
;
Quinn, John A.
;
Haase, Sven
;
Villmann, Thomas
;
Biehl, Michael
Cancer informatics by prototype networks in mass spectrometry
(2009)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Kostrzewa, Markus
;
Hammer, Barbara
;
Gammerman, Alexander
Evolving trees for the retrieval of mass spectrometry-based bacteria fingerprints
(2010)
Simmuteit, Stephan
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
Supervised data analysis and reliability estimation with exemplary application for spectral data
(2009)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Ongyerth, Matthias
Unleashing Pearson Correlation for Faithful Analysis of Biomedical Data
(2009)
Strickert, Marc
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Seiffert, Udo
Classification of mass-spectrometric data in clinical proteomics using learning vector quantization methods
(2008)
Villmann, Thomas
;
Schleif, Frank-Michael
;
Kostrzewa, Markus
;
Walch, Axel
;
Hammer, Barbara
Derivatives of Pearson Correlation for Gradient-based Analysis of Biomedical Data
(2008)
Strickert, Marc
;
Schleif, Frank-Michael
;
Seiffert, Udo
;
Villmann, Thomas
Funtional vector quantization by neural maps
(2009)
Villmann, Thomas
;
Schleif, Frank-Michael
Prototype based fuzzy classification in clinical proteomics
(2008)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
Prototype Based Classification in Bioinformatics
(2009)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity
(2008)
Geweniger, Tina
;
Schleif, Frank-Michael
;
Hasenfuss, Alexander
;
Hammer, Barbara
;
Villmann, Thomas
Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers
(2008)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
;
van der Werff, Martijn
;
Deelder, André M.
;
Tollenaar, Rob A. E. M.
Fuzzy classification using information theoretic learning vector quantization
(2008)
Villmann, Thomas
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Hermann, Wieland
;
Cottrell, Marie
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