Mandy Lange

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 4

Top Topics

Vector Quantization

Robust Classification

Top Venues

Publications

Andrea Bohnsack, Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
Learning matrix quantization and relevance learning based on Schatten-p-norms. Neurocomputing 192 (2016)
Mandy Lange, Michael Biehl, Thomas Villmann
Non-Euclidean principal component analysis by Hebbian learning. Neurocomputing 147 (2015)
Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
Learning matrix quantization and variants of relevance learning. ESANN (2015)
Andrea Bohnsack, Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schatten-p-norms. ICAISC (1) (2015)
Mandy Lange, David Nebel, Thomas Villmann
Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning. ICAISC (1) (2014)
Thomas Villmann, Marika Kaden, Mandy Lange, Paul Sturmer, Wieland Hermann
Precision-Recall-Optimization in Learning Vector Quantization Classifiers for Improved Medical Classification Systems. CIDM (2014)
Mandy Lange, Dietlind Zühlke, Olaf Holz, Thomas Villmann
Applications of lp-Norms and their Smooth Approximations for Gradient Based Learning Vector Quantization. ESANN (2014)
Mandy Lange, David Nebel, Thomas Villmann
Partial Mutual Information for Classification of Gene Expression Data by Learning Vector Quantization. WSOM (2014)
Tina Geweniger, Lydia Fischer, Marika Kaden, Mandy Lange, Thomas Villmann
Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters. Comput. Intell. Neurosci. 2013 (2013)
Mandy Lange, Michael Biehl, Thomas Villmann
Non-Euclidean independent component analysis and Oja's learning. ESANN (2013)
Mandy Lange, Marika Kästner, Thomas Villmann
About analysis and robust classification of searchlight fMRI-data using machine learning classifiers. IJCNN (2013)
Michael Biehl, Marika Kästner, Mandy Lange, Thomas Villmann
Non-Euclidean Principal Component Analysis and Oja's Learning Rule - Theoretical Aspects. WSOM (2012)
Tina Geweniger, Marika Kästner, Mandy Lange, Thomas Villmann
Modified Conn-Index for the evaluation of fuzzy clusterings. ESANN (2012)
Thomas Villmann, Tina Geweniger, Marika Kästner, Mandy Lange
Fuzzy Neural Gas for Unsupervised Vector Quantization. ICAISC (1) (2012)