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Title
Author
Author
Sparse representation of data
(2010)
Villmann, Thomas
;
Schleif, Frank-Michael
;
Hammer, Barbara
Margin based Active Learning for LVQ Networks
(2006)
Schleif, Frank-Michael
;
Hammer, Barbara
;
Villmann, Thomas
Fast approximated relational and kernel clustering
(2012)
Schleif, Frank-Michael
;
Zhu, Xibin
;
Gisbrecht, Andrej
;
Hammer, Barbara
Intuitive Clustering of Biological Data
(2007)
Hammer, Barbara
;
Hasenfuss, Alexander
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Strickert, Marc
;
Seiffert, Udo
Accelerating kernel clustering for biomedical data analysis
(2011)
Gisbrecht, Andrej
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Zhu, Xibin
Neural Gas Clustering for Dissimilarity Data with Continuous Prototypes
(2007)
Hasenfuss, Alexander
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Villmann, Thomas
Analysis of Proteomic Spectral Data by Multi Resolution Analysis and Self-Organizing Maps
(2007)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
Prototype Based Classification Using Information Theoretic Learning
(2006)
Villmann, Thomas
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Geweniger, Tina
;
Fischer, Tom
;
Cottrell, Marie
Supervised relevance neural gas and unified maximum separability analysis for classification of mass spectrometric data
(2004)
Schleif, Frank-Michael
;
Clauss, U.
;
Villmann, Thomas
;
Hammer, Barbara
Supervised Batch Neural Gas
(2006)
Hammer, Barbara
;
Hasenfuss, Alexander
;
Schleif, Frank-Michael
;
Villmann, Thomas
Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes
(2006)
Villmann, Thomas
;
Seiffert, Udo
;
Schleif, Frank-Michael
;
Brüß, Cornelia
;
Geweniger, Tina
;
Hammer, Barbara
Topographic Mapping of Dissimilarity Data
(2011)
Hammer, Barbara
;
Gisbrecht, Andrej
;
Hasenfuss, Alexander
;
Mokbel, Bassam
;
Schleif, Frank-Michael
;
Zhu, Xibin
Prototype-Based Classification of Dissimilarity Data
(2011)
Hammer, Barbara
;
Mokbel, Bassam
;
Schleif, Frank-Michael
;
Zhu, Xibin
Relational Extensions of Learning Vector Quantization
(2011)
Hammer, Barbara
;
Schleif, Frank-Michael
;
Zhu, Xibin
Fuzzy Labeled Self-Organizing Map for Classification of Spectra
(2007)
Villmann, Thomas
;
Schleif, Frank-Michael
;
Merényi, Erzsébet
;
Hammer, Barbara
Generalized Derivative Based Kernelized Learning Vector Quantization
(2010)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
;
Schneider, Petra
;
Biehl, Michael
White Box Classification of Dissimilarity Data
(2012)
Hammer, Barbara
;
Mokbel, Bassam
;
Schleif, Frank-Michael
;
Zhu, Xibin
The Mathematics of Divergence Based Online Learning in Vector Quantization
(2010)
Villmann, Thomas
;
Haase, Sven
;
Schleif, Frank-Michael
;
Hammer, Barbara
;
Biehl, Michael
Linear Time Heuristics for Topographic Mapping of Dissimilarity Data
(2011)
Gisbrecht, Andrej
;
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Sparse Prototype Representation by Core Sets
(2013)
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Accelerating Kernel Neural Gas
(2011)
Schleif, Frank-Michael
;
Gisbrecht, Andrej
;
Hammer, Barbara
Patch Processing for Relational Learning Vector Quantization
(2012)
Zhu, Xibin
;
Schleif, Frank-Michael
;
Hammer, Barbara
Learning Relevant Time Points for Time-Series Data in the Life Sciences
(2012)
Schleif, Frank-Michael
;
Mokbel, Bassam
;
Gisbrecht, Andrej
;
Theunissen, Leslie
;
Dürr, Volker
;
Hammer, Barbara
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
A Conformal Classifier for Dissimilarity Data
(2012)
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Secure Semi-supervised Vector Quantization for Dissimilarity Data
(2013)
Zhu, Xibin
;
Schleif, Frank-Michael
;
Hammer, Barbara
Semi-Supervised Vector Quantization for proximity data
(2013)
Zhu, Xibin
;
Schleif, Frank-Michael
;
Hammer, Barbara
Recent trends in streaming data analysis, concept drift and analysis of dynamic data sets
(2019)
Bifet, Albert
;
Hammer, Barbara
;
Schleif, Frank-Michael
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
Odor recognition in robotics applications by discriminative time-series modeling
(2016)
Schleif, Frank-Michael
;
Hammer, Barbara
;
Gonzalez Monroy, Javier
;
González Jiménez, Javier
;
Blanco-Claraco, José-Luis
;
Biehl, Michael
;
Petkov, Nicolai
Stationarity of Matrix Relevance LVQ
(2015)
Biehl, Michael
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Schneider, Petra
;
Villmann, Thomas
Sparse conformal prediction for dissimilarity data
(2015)
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Learning vector quantization for (dis-)similarities
(2014)
Hammer, Barbara
;
Hofmann, Daniela
;
Schleif, Frank-Michael
;
Zhu, Xibin
Metric learning for sequences in relational LVQ
(2015)
Mokbel, Bassam
;
Paaßen, Benjamin
;
Schleif, Frank-Michael
;
Hammer, Barbara
Adaptive conformal semi-supervised vector quantization for dissimilarity data
(2014)
Zhu, Xibin
;
Schleif, Frank-Michael
;
Hammer, Barbara
Learning interpretable kernelized prototype-based models
(2014)
Hofmann, Daniela
;
Schleif, Frank-Michael
;
Paaßen, Benjamin
;
Hammer, Barbara
Limited Rank Matrix Learning, discriminative dimension reduction and visualization
(2012)
Bunte, Kerstin
;
Schneider, Petra
;
Hammer, Barbara
;
Schleif, Frank-Michael
;
Villmann, Thomas
;
Biehl, Michael
Linear Time Relational Prototype Based Learning
(2012)
Gisbrecht, Andrej
;
Mokbel, Bassam
;
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Approximation techniques for clustering dissimilarity data
(2012)
Zhu, Xibin
;
Gisbrecht, Andrej
;
Schleif, Frank-Michael
;
Hammer, Barbara
Soft Competitive Learning for Large Data Sets
(2012)
Schleif, Frank-Michael
;
Zhu, Xibin
;
Hammer, Barbara
Relevance learning for short high-dimensional time series in the life sciences
(2012)
Schleif, Frank-Michael
;
Gisbrecht, Andrej
;
Hammer, Barbara
Efficient Kernelized Prototype Based Classification
(2011)
Schleif, Frank-Michael
;
Villmann, Thomas
;
Hammer, Barbara
;
Schneider, Petra
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
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
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.
1
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50
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