Unsupervised Segmentation of Object Manipulation Operations from Multimodal Input
Barchunova, Alexandra ; Moringen, Jan ; Großekathöfer, Ulf ; Haschke, Robert ; Wachsmuth, Sven ; Janssen, Herbert ; Ritter, Helge ; Hammer, Barbara (Ed.) ; Villmann, Thomas (Ed.)2011Unsupervised Dimensionality Reduction for Transfer Learning
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Brinkrolf, Johannes ; Göpfert, Christina ; Hammer, BarbaraIn: Neurocomputing, Vol. 342, page 125-1362019Valid interpretation of feature relevance for linear data mappings
Frenay, Benoit ; Hofmann, Daniela ; Schulz, Alexander ; Biehl, Michael ; Hammer, Barbara2014Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction
Göpfert, Jan Philip ; Göpfert, Christina ; Botsch, Mario ; Hammer, Barbara2017Sustainability and Trust for Artificial Intelligence Technologies
Hammer, Barbara ; van der Aalst, Wil ; Bauckhage, Christian ; Behnke, Sven ; Holz, Thorsten ; Krämer, Nicole ; Morik, Katharina ; Ngonga Ngomo, Axel-Cyrille2020Non-Negative Kernel Sparse Coding for the Analysis of Motion Data
Hosseini, Babak ; Hülsmann, Felix ; Botsch, Mario ; Hammer, Barbara ; E.P. Villa, Alessandro (Ed.) ; Masulli, Paolo (Ed.) ; Javier Pons Rivero, Antonio (Ed.)In: Artificial Neural Networks and Machine Learning – ICANN 2016, Vol. 9887, page 506-5142016Explanation as a social practice: Toward a conceptual framework for the social design of AI systems
Rohlfing, Katharina ; Cimiano, Philipp ; Scharlau, Ingrid ; Matzner, Tobias ; Buhl, Heike M. ; Buschmeier, Hendrik ; Esposito, Elena ; Grimminger, Angela ; Hammer, Barbara ; Häb-Umbach, Reinhold ; Horwath, Ilona ; Hüllermeier, Eyke ; Kern, Friederike ; Kopp, Stefan ; Thommes, Kirsten ; Ngonga Ngomo, Axel-Cyrille ; Schulte, Carsten ; Wachsmuth, Henning ; Wagner, Petra ; Wrede, BrittaIn: IEEE Transactions on Cognitive and Developmental Systems, Vol. 13 Issue 3, page 717-7282021Advanced metric adaptation in Generalized LVQ for classification of mass spectrometry data
Schneider, Petra ; Biehl, Michael ; Schleif, Frank-Michael ; Hammer, Barbara2007Efficient Kernelization of Discriminative Dimensionality Reduction
Schulz, Alexander ; Brinkrolf, Johannes ; Hammer, BarbaraIn: Neurocomputing, Vol. 268 Issue SI, page 34-412017Inferring Feature Relevances From Metric Learning
Schulz, Alexander ; Mokbel, Bassam ; Biehl, Michael ; Hammer, Barbara2015Learning Vector Quantization: generalization ability and dynamics of competing prototypes
Witoelar, Aree ; Biehl, Michael ; Hammer, Barbara2007