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.)2011Differential privacy for learning vector quantization
Brinkrolf, Johannes ; Göpfert, Christina ; Hammer, BarbaraIn: Neurocomputing, Vol. 342, page 125-1362019Parametric nonlinear dimensionality reduction using kernel t-SNE
Gisbrecht, Andrej ; Schulz, Alexander ; Hammer, BarbaraIn: Neurocomputing, Vol. 147, page 71-822015Learning Feedback in Intelligent Tutoring Systems
Gross, Sebastian ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, NielsIn: KI - Künstliche Intelligenz, Vol. 29 Issue 4, page 1-62015Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces
Gross, Sebastian ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, Niels ; Desel, Jörg (Ed.) ; Haake, Joerg M. (Ed.) ; Spannagel, Christian (Ed.)In: DeLFI 2012: Die 10. e-Learning Fachtagung Informatik, Vol. 207, page 27-382012Cluster based feedback provision strategies in intelligent tutoring systems
Gross, Sebastian ; Zhu, Xibin ; Hammer, Barbara ; Pinkwart, Niels2012Analyzing Feature Relevance for Linear Reject Option SVM using Relevance Intervals
Göpfert, Christina ; Göpfert, Jan Philip ; Hammer, Barbara2017Convergence of Multi-pass Large Margin Nearest Neighbor Metric Learning
Göpfert, Christina ; Paaßen, Benjamin ; Hammer, Barbara ; E.P. Villa, Alessandro (Ed.) ; Masulli, Paolo (Ed.) ; Pons Rivero, Antonio Javier (Ed.)In: Artificial Neural Networks and Machine Learning – ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II, Vol. 9887, page 510-5172016Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert, Christina ; Pfannschmidt, Lukas ; Göpfert, Jan Philip ; Hammer, BarbaraIn: Neurocomputing, Vol. 298, page 69-792018Feature Relevance Bounds for Linear Classification
Göpfert, Christina ; Pfannschmidt, Lukas ; Hammer, Barbara ; Verleysen, Michele (Ed.)2017Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction
Göpfert, Jan Philip ; Göpfert, Christina ; Botsch, Mario ; Hammer, Barbara2017Mitigating Concept Drift via Rejection
Göpfert, Jan Philip ; Hammer, Barbara ; Wersing, Heiko ; Kurkova, Vera (Ed.) ; Manolopoulos, Yannis (Ed.) ; Hammer, Barbara (Ed.) ; Iliadis, Lazaros (Ed.) ; Maglogiannis, Ilias (Ed.)In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I, Vol. 111392018How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?
Mokbel, Bassam ; Gross, Sebastian ; Lux, Markus ; Pinkwart, Niels ; Hammer, Barbara ; Mana, Nadia (Ed.) ; Schwenker, Friedhelm (Ed.) ; Trentin, Edmondo (Ed.)In: Artificial Neural Networks in Pattern Recognition. 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012. Proceedings, Vol. 7477, page 1-132012Gaussian process prediction for time series of structured data
Paaßen, Benjamin ; Göpfert, Christina ; Hammer, Barbara ; Verleysen, Michele (Ed.)2016FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Pfannschmidt, Lukas ; Göpfert, Christina ; Neumann, Ursula ; Heider, Dominik ; Hammer, Barbara2019Transfer Learning for Rapid Re-calibration of a Myoelectric Prosthesis after Electrode Shift
Prahm, Cosima ; Paaßen, Benjamin ; Schulz, Alexander ; Hammer, Barbara ; Aszmann, Oskar ; Ibáñez, Jaime (Ed.) ; Gonzáles-Vargas, José (Ed.) ; Azorín, José María (Ed.) ; Akay, Metin (Ed.) ; Pons, José Luis (Ed.)2016Explanation 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 717-7282021Using Discriminative Dimensionality Reduction to Visualize Classifiers
Schulz, Alexander ; Gisbrecht, Andrej ; Hammer, BarbaraIn: Neural Processing Letters, Vol. 42 Issue 1, page 27-542015