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434 Publikationen

2018 | Konferenzbeitrag | PUB-ID: 2930303
Multiple-Kernel Dictionary Learning for Sparse Reconstruction of Unseen Multivariate Time-series
Hosseini B, Hammer B (Accepted)
Presented at the 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Dublin.
PUB
 
2018 | Konferenzbeitrag | PUB-ID: 2921209
Non-Negative Local Sparse Coding for Subspace Clustering
Hosseini B, Hammer B (Accepted)
Presented at the Seventeenth International Symposium on Intelligent Data Analysis (IDA 2018), Hertogenbosch, Netherlands.
PUB
 
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 | 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
 
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 | Konferenzbeitrag | PUB-ID: 2918254
Differential private relevance learning
Brinkrolf J, Berger K, Hammer B (In Press)
In: ESANN 2018 proceedings. Verleysen M (Ed); .
PUB
 
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: 2916863
VBB Shortest Path Data 2018
Paaßen B, Ahmaro A (2018) : Bielefeld University. doi:10.4119/unibi/2916863.
PUB | Dateien verfügbar| DOI
 
2018 | Datenpublikation | PUB-ID: 2916990 PUB | Dateien verfügbar| DOI
 
2018 | Konferenzbeitrag | PUB-ID: 2916318
Linear Supervised Transfer Learning for the Large Margin Nearest Neighbor Classifier
Berger K, Schulz A, Paaßen B, Hammer B (2018)
Presented at the SSCI CIDM 2017.
PUB| DOI
 
2018 | Preprint | PUB-ID: 2919918 PUB | Download (ext.) | arXiv
 
2018 | Datenpublikation | PUB-ID: 2919994 PUB | Dateien verfügbar| DOI
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2914505
Expectation maximization transfer learning and its application for bionic hand prostheses
Paaßen B, Schulz A, Hahne J, Hammer B (2018)
Neurocomputing 298: 122-133.
PUB| DOI | Download (ext.) | WoS | arXiv
 

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