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443 Publikationen

2019 | Zeitschriftenaufsatz | PUB-ID: 2932914
Time integration and reject options for probabilistic output of pairwise LVQ
Brinkrolf J, Hammer B (2019)
Neural Computing and Applications.
PUB | DOI
 
2018 | Konferenzbeitrag | PUB-ID: 2932116
Confident Kernel Sparse Coding and Dictionary Learning
Hosseini B, Hammer B (In Press)
In: 2018 IEEE International Conference on Data Mining (ICDM).
PUB | Dateien verfügbar
 
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
 
2018 | Bielefelder E-Dissertation | PUB-ID: 2931569 PUB | PDF | DOI
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2932412
Statistical Mechanics of On-Line Learning Under Concept Drift
Straat M, Abadi F, Göpfert C, Hammer B, Biehl M (2018)
ENTROPY 20(10): 775.
PUB | DOI | WoS
 
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 | 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: 2919994 PUB | Dateien verfügbar | DOI
 
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 | Datenpublikation | PUB-ID: 2916990 PUB | Dateien verfügbar | DOI
 
2018 | Datenpublikation | PUB-ID: 2916980
Relational Neural Gas
Paaßen B (2018) : Bielefeld University. doi:10.4119/unibi/2916980.
PUB | Dateien verfügbar | DOI
 
2018 | Datenpublikation | PUB-ID: 2930611 PUB | Dateien verfügbar | DOI
 
2018 | Konferenzbeitrag | PUB-ID: 2921316
Mitigating Concept Drift via Rejection
Göpfert JP, Hammer B, Wersing H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Kurkova V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer.
PUB | PDF | DOI
 
2018 | Konferenzbeitrag | PUB-ID: 2930303
Multiple-Kernel Dictionary Learning for Sparse Reconstruction of Unseen Multivariate Time-series
Hosseini B, Hammer B (Unpublished)
Presented at the 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Dublin.
PUB | PDF
 
2018 | Zeitschriftenaufsatz | PUB-ID: 2930862 PUB | DOI | Download (ext.) | WoS
 
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 | 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 (2018)
Presented at the International Conference on Development and Learning and on Epigenetic Robotics 2018 (ICDL-EPIROB2018), Tokyo .
PUB | PDF
 
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 | Dateien verfügbar | DOI | Download (ext.)
 
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
 

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