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Rossi, Fabrice ; Hasenfuß, Alexander ; Hammer, Barbara2007Adaptive distance measures for sequential data
Mokbel, Bassam ; Paaßen, Benjamin ; Hammer, Barbara ; Verleysen, Michel (Ed.)2014Adaptive 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
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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
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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 1-132012Choosing 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, Niels2012Dedicated 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 27-382012Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction
Göpfert, Jan Philip ; Göpfert, Christina ; Botsch, Mario ; Hammer, Barbara2017Feature Relevance Bounds for Linear Classification
Göpfert, Christina ; Pfannschmidt, Lukas ; Hammer, Barbara ; Verleysen, Michele (Ed.)2017FRI - Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Pfannschmidt, Lukas ; Göpfert, Christina ; Neumann, Ursula ; Heider, Dominik ; Hammer, Barbara2019Gaussian process prediction for time series of structured data
Paaßen, Benjamin ; Göpfert, Christina ; Hammer, Barbara ; Verleysen, Michele (Ed.)2016Inferring Feature Relevances From Metric Learning
Schulz, Alexander ; Mokbel, Bassam ; Biehl, Michael ; Hammer, Barbara2015