acdc – Automated Contamination Detection and Confidence estimation for single-cell genome data
Lux, Markus ; Krüger, Jan ; Rinke, Christian ; Maus, Irena ; Schlüter, Andreas ; Woyke, Tanja ; Sczyrba, Alexander ; Hammer, BarbaraIn: BMC Bioinformatics, Vol. 17 Issue 1Adaptive distance measures for sequential data
Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, Barbara ; Verleysen, Michel (Ed.)2014Adaptive structure metrics for automated feedback provision in intelligent tutoring systems
Paaßen, Benjamin ; Mokbel, Bassam ; Hammer, BarbaraIn: Neurocomputing, Vol. 192 Issue SI, page 3-13Adaptive structure metrics for automated feedback provision in Java programming
Paaßen, Benjamin ; Mokbel, Bassam ; Hammer, Barbara ; Verleysen, Michel (Ed.)2015An EM transfer learning algorithm with applications in bionic hand prostheses
Paaßen, Benjamin ; Schulz, Alexander ; Hahne, Janne ; Hammer, Barbara ; Verleysen, Michel (Ed.)2017Analyzing Feature Relevance for Linear Reject Option SVM using Relevance Intervals
Göpfert, Christina ; Göpfert, Jan Philip ; Hammer, Barbara2017Efficient Adaptation of Structure Metrics in Prototype-Based Classification
Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, Barbara ; Wermter, Stefan (Ed.) ; Weber, Cornelius (Ed.) ; Duch, Włodzisław (Ed.) ; Honkela, Timo (Ed.) ; Koprinkova-Hristova, Petia (Ed.) ; Magg, Sven (Ed.) ; Palm, Günther (Ed.) ; Villa, Allessandro (Ed.)In: Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings, Vol. 8681, page 571-5782014Non-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 506-5142016Convergence 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 510-5172016Mitigating 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 1-132012Autonomous Learning of Representations
Walter, Oliver ; Häb-Umbach, Reinhold ; Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, BarbaraIn: KI - Künstliche Intelligenz, Vol. 29 Issue 4, page 339–351 et seq.Choosing the Best Algorithm for an Incremental On-line Learning Task
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Cluster based feedback provision strategies in intelligent tutoring systems
Gross, Sebastian ; Zhu, Xibin ; Hammer, Barbara ; Pinkwart, Niels2012Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning
Prahm, Cosima ; Schulz, Alexander ; Paaßen, Benjamin ; Schoisswohl, Johannes ; Kaniusas, Eugenius ; Dorffner, Georg ; Hammer, Barbara ; Aszmann, OskarIn: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 27 Issue 5, page 956-962Dedicated Memory Models for Continual Learning in the Presence of Concept Drift
Losing, Viktor ; Hammer, Barbara ; Wersing, Heiko2016Feedback 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 27-382012