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439 Publikationen

2018 | Konferenzbeitrag | PUB-ID: 2930001
Transfer Learning of Complex Motor Skills on the Humanoid Robot Affetto
Schulz A, Queißer J, Ishihara H, Asada M (2018)
Presented at the International Conference on Development and Learning and on Epigenetic Robotics 2018 (ICDL-EPIROB2018), Tokyo (In Press).
PUB | PDF
 
2018 | Konferenzbeitrag | PUB-ID: 2931283
Skill Memories for Parameterized Dynamic Action Primitives on the Pneumatically Driven Humanoid Robot Child Affetto
Queißer J, Ishihara H, Hammer B, Steil JJ, Asada M (In Press)
Presented at the International Conference on Development and Learning and on Epigenetic Robotics 2018 (ICDL-EPIROB2018), Tokyo .
PUB | PDF
 
2018 | Konferenzbeitrag | PUB-ID: 2918254
Differential private relevance learning
Brinkrolf J, Berger K, Hammer B (2018)
In: Proceedings of the ESANN, 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Verleysen M (Ed); .
PUB
 
2018 | Bielefelder E-Dissertation | PUB-ID: 2931569 PUB | PDF | DOI
 
2018 | Preprint | PUB-ID: 2921209
Non-Negative Local Sparse Coding for Subspace Clustering
Hosseini B, Hammer B (2018)
Advances in Intelligent Data Analysis XVII. IDA 2018.
PUB | PDF | DOI | Download (ext.)
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2911900
Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
Paaßen B, Göpfert C, Hammer B (2018)
Neural Processing Letters 48(2): 669-689.
PUB | DOI | Download (ext.) | arXiv
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2930862 PUB | DOI | Download (ext.)
 
2018 | Konferenzbeitrag | PUB-ID: 2930303
Multiple-Kernel Dictionary Learning for Sparse Reconstruction of Unseen Multivariate Time-series
Hosseini B, Hammer B (2018)
Presented at the 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Dublin.
PUB | PDF
 
2018 | Datenpublikation | PUB-ID: 2930611 PUB | Dateien verfügbar | DOI
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2917896
flowLearn: Fast and precise identification and quality checking of cell populations in flow cytometry
Lux M, Brinkman RR, Chauve C, Laing A, Lorenc A, Abeler-Dörner L, Hammer B (2018)
Bioinformatics.
PUB | DOI | WoS | PubMed | Europe PMC
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2919119
Bootstrapping of parameterized skills through hybrid optimization in task and policy spaces
Queißer J, Steil JJ (2018)
Frontiers in Robotics and AI 5: 49.
PUB | PDF | DOI | Download (ext.) | WoS
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2917201
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)
Losing V, Hammer B, Wersing H (2018)
KNOWLEDGE AND INFORMATION SYSTEMS 54(1): 171-201.
PUB | DOI | WoS
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2915273
Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert C, Pfannschmidt L, Göpfert JP, Hammer B (2018)
Neurocomputing 298: 69-79.
PUB | PDF | DOI | WoS
 
2018 | Datenpublikation | PUB-ID: 2916980
Relational Neural Gas
Paaßen B (2018) : Bielefeld University. doi:10.4119/unibi/2916980.
PUB | Dateien verfügbar | DOI
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2913389
The Continuous Hint Factory - Providing Hints in Vast and Sparsely Populated Edit Distance Spaces
Paaßen B, Hammer B, Price T, Barnes T, Gross S, Pinkwart N (2018)
Journal of Educational Data Mining 10(1): 1-35.
PUB | Download (ext.) | arXiv
 
2018 | Konferenzbeitrag | PUB-ID: 2919844
Tree Edit Distance Learning via Adaptive Symbol Embeddings
Paaßen B, Gallicchio C, Micheli A, Hammer B (2018)
In: Proceedings of the 35th International Conference on Machine Learning (ICML 2018). Dy J, Krause A (Eds); Proceedings of Machine Learning Research, 80. 3973-3982.
PUB | Download (ext.) | arXiv
 
2018 | Bielefelder E-Dissertation | PUB-ID: 2919673
Efficient Grouping Methods for the Annotation and Sorting of Single Cells
Lux M (2018)
Bielefeld: Universität Bielefeld.
PUB | PDF
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2914730
Incremental on-line learning: A review and comparison of state of the art algorithms
Losing V, Hammer B, Wersing H (2018)
Neurocomputing 275: 1261-1274.
PUB | PDF | DOI | WoS
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2918244
Interpretable Machine Learning with Reject Option
Brinkrolf J, Hammer B (2018)
at - Automatisierungstechnik 66(4): 283-290.
PUB | DOI | WoS
 
2018 | Datenpublikation | PUB-ID: 2916990 PUB | Dateien verfügbar | DOI
 

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