Tina Geweniger

According to our database, Tina Geweniger authored at least 23 papers between 2001 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Variants of Fuzzy Neural Gas.

Tina Geweniger, Thomas Villmann

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

2018

Multi-class and Cluster Evaluation Measures Based on Rényi and Tsallis Entropies and Mutual Information.

Thomas Villmann, Tina Geweniger

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Relational and median variants of Possibilistic Fuzzy C-Means.

Tina Geweniger, Thomas Villmann

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

2014

Probabilistic Prototype Classification Using t-norms.

Tina Geweniger, Frank-Michael Schleif, Thomas Villmann

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

2013

Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters.

Tina Geweniger, Lydia Fischer, Marika Kaden, Mandy Lange, Thomas Villmann

Comput. Intell. Neurosci., 2013

Border sensitive fuzzy vector quantization in semi-supervised learning.

Tina Geweniger, Marika Kästner, Thomas Villmann

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

Fuzzy Neural Gas for Unsupervised Vector Quantization.

Thomas Villmann, Tina Geweniger, Marika Kästner, Mandy Lange

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Modified Conn-Index for the evaluation of fuzzy clusterings.

Tina Geweniger, Marika Kästner, Mandy Lange, Thomas Villmann

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Relevance Learning in Unsupervised Vector Quantization Based on Divergences.

Marika Kästner, Andreas Backhaus, Tina Geweniger, Sven Haase, Udo Seiffert, Thomas Villmann

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Multivariate class labeling in Robust Soft LVQ.

Petra Schneider, Tina Geweniger, Frank-Michael Schleif, Michael Biehl, Thomas Villmann

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Optimization of Parametrized Divergences in Fuzzy c-Means.

Tina Geweniger, Marika Kästner, Thomas Villmann

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010

Median fuzzy c-means for clustering dissimilarity data.

Tina Geweniger, Dietlind Zühlke, Barbara Hammer, Thomas Villmann

Neurocomputing, 2010

Learning vector quantization for heterogeneous structured data.

Dietlind Zühlke, Frank-Michael Schleif, Tina Geweniger, Sven Haase, Thomas Villmann

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Extending FSNPC to handle data points with fuzzy class assignments.

Tina Geweniger, Thomas Villmann

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Fuzzy Variant of Affinity Propagation in Comparison to Median Fuzzy c-Means.

Tina Geweniger, Dietlind Zühlke, Barbara Hammer, Thomas Villmann

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Fuzzy Fleiss-kappa for Comparison of Fuzzy Classifiers.

Dietlind Zühlke, Tina Geweniger, Ulrich Heimann, Thomas Villmann

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Median Variant of Fuzzy c-Means.

Tina Geweniger, Dietlind Zühlke, Barbara Hammer, Thomas Villmann

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity.

Tina Geweniger, Frank-Michael Schleif, Alexander Hasenfuss, Barbara Hammer, Thomas Villmann

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Magnification Control in Relational Neural Gas.

Alexander Hasenfuss, Barbara Hammer, Tina Geweniger, Thomas Villmann

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2006

Fuzzy classification by fuzzy labeled neural gas.

Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Tina Geweniger, Wieland Hermann

Neural Networks, 2006

Prototype Based Classification Using Information Theoretic Learning.

Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Tina Geweniger, Tom Fischer, Marie Cottrell

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Fuzzy Labeled Self-Organizing Map with Label-Adjusted Prototypes.

Thomas Villmann, Udo Seiffert, Frank-Michael Schleif, Cornelia Brüß, Tina Geweniger, Barbara Hammer

Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

2001

Enhanced CAS in head and neck-surgery: evaluation of intraoperative data modality iMRI and sonography.

Gero Strauß, Christos Trantakis, Dirk Winkler, Tina Geweniger, Martin Bublat, T. Schulz, M. Buecheler, Friedrich Bootz

Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001