Hasenfuss A, Hammer B, Schleif F-M, Villmann T. Neural gas clustering for dissimilarity data with continuous prototypes. In: Sandoval F, Prieto A, Cabestany J, Grana M, eds. Computational and Ambient Intelligence – Proceedings of the 9th Work-conference on Artificial Neural Networks. LNCS 4507. Berlin: Springer; 2007: 539-546
The self-organizing map (SOM) and neural gas (NG) and generalizations thereof such as the generative...
Decker R. Growing Neural Gas-like Networks and their Application to Data Analysis and Clustering in ...
Hammer B, Hasenfuss A. Topographic Mapping of Large Dissimilarity Data Sets. Neural Computation. 201...
Hasenfuss A, Hammer B, Rossi F. Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datas...
Clustering algorithms belong to major topics in big data analysis. Their main goal is to separate an...
Zhu X, Gisbrecht A, Schleif F-M, Hammer B. Approximation techniques for clustering dissimilarity dat...
Paaßen B. Relational Neural Gas. Bielefeld University; 2018.This is a Java 7, fully MATLAB (R) compa...
We introduce relational variants of neural gas, a very efficient and powerful neural clustering algo...
Villmann T, Hammer B, Biehl M. Some theoretical aspects of the neural gas vector quantizer. In: Bieh...
Clustering algorithms partition a collection of objects into a certain number of clusters (groups, s...
Hammer B, Hasenfuss A. Clustering very large dissimilarity data sets. In: Schwenker F, El Gayar N, e...
This study aims to introduce contextual Neural Gas (CNG), a variant of the Neural Gas algorithm, whi...
Part 2: AlgorithmsInternational audienceThe paper deals with the high dimensional data clustering pr...
Part 7: AlgorithmsInternational audienceThe paper deals with the high dimensional data clustering pr...
In Special Issue after WSOM 05 Conference, 5-8 september, 2005, ParisNeural Gas (NG) constitutes a v...
The self-organizing map (SOM) and neural gas (NG) and generalizations thereof such as the generative...
Decker R. Growing Neural Gas-like Networks and their Application to Data Analysis and Clustering in ...
Hammer B, Hasenfuss A. Topographic Mapping of Large Dissimilarity Data Sets. Neural Computation. 201...
Hasenfuss A, Hammer B, Rossi F. Patch Relational Neural Gas - Clustering of Huge Dissimilarity Datas...
Clustering algorithms belong to major topics in big data analysis. Their main goal is to separate an...
Zhu X, Gisbrecht A, Schleif F-M, Hammer B. Approximation techniques for clustering dissimilarity dat...
Paaßen B. Relational Neural Gas. Bielefeld University; 2018.This is a Java 7, fully MATLAB (R) compa...
We introduce relational variants of neural gas, a very efficient and powerful neural clustering algo...
Villmann T, Hammer B, Biehl M. Some theoretical aspects of the neural gas vector quantizer. In: Bieh...
Clustering algorithms partition a collection of objects into a certain number of clusters (groups, s...
Hammer B, Hasenfuss A. Clustering very large dissimilarity data sets. In: Schwenker F, El Gayar N, e...
This study aims to introduce contextual Neural Gas (CNG), a variant of the Neural Gas algorithm, whi...
Part 2: AlgorithmsInternational audienceThe paper deals with the high dimensional data clustering pr...
Part 7: AlgorithmsInternational audienceThe paper deals with the high dimensional data clustering pr...
In Special Issue after WSOM 05 Conference, 5-8 september, 2005, ParisNeural Gas (NG) constitutes a v...
The self-organizing map (SOM) and neural gas (NG) and generalizations thereof such as the generative...
Decker R. Growing Neural Gas-like Networks and their Application to Data Analysis and Clustering in ...
Hammer B, Hasenfuss A. Topographic Mapping of Large Dissimilarity Data Sets. Neural Computation. 201...