Please note that PUB no longer supports Internet Explorer versions 8 or 9 (or earlier).

We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.

408 Publications

2018 | Journal Article | PUB-ID: 2914505
Expectation maximization transfer learning and its application for bionic hand prostheses
Paaßen B, Schulz A, Hahne J, Hammer B (In Press)
Neurocomputing.
PUB | arXiv
 
2017 | Journal Article | PUB-ID: 2915273
Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Göpfert C, Pfannschmidt L, Göpfert JP, Hammer B (Accepted)
Neurocomputing.
PUB | PDF
 
2017 | Conference Paper | PUB-ID: 2915274
Analyzing Feature Relevance for Linear Reject Option SVM using Relevance Intervals
Göpfert C, Göpfert JP, Hammer B (Accepted)
In: Proceedings of the 2017 NIPS workshop on Transparent and Interpretable Machine Learning in Safety Critical Environments.
PUB | PDF
 
2017 | Conference Paper | PUB-ID: 2914141
Unsupervised Transfer Learning for Time Series via Self-Predictive Modelling - First Results
Aswolinskiy W, Hammer B (2017)
In: Proceedings of the Workshop on New Challenges in Neural Computation (NC2).
PUB | PDF
 
2017 | Conference Paper | PUB-ID: 2914950
Differential Privacy for Learning Vector Quantization
Brinkrolf J, Berger K, Hammer B (2017)
In: New Challenges in Neural Computation.
PUB
 
2017 | Conference Paper | PUB-ID: 2914945
Probabilistic extension and reject options for pairwise LVQ
Brinkrolf J, Hammer B (2017)
Presented at the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, Nancy.
PUB
 
2017 | Journal Article | PUB-ID: 2905302
What is a True Gamer? The Male Gamer Stereotype and the Marginalization of Women in Video Game Culture
Paaßen B, Morgenroth T, Stratemeyer M (2017)
Sex Roles 76(7-8): 421-435.
PUB | PDF | DOI
 
2017 | Conference Paper | PUB-ID: 2914734
Self-Adjusting Memory: How to Deal with Diverse Drift Types
Losing V, Hammer B, Wersing H (2017)
Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne.
PUB | PDF | DOI
 
2017 | Journal Article | PUB-ID: 2914730 PUB | PDF | DOI
 
2017 | Conference Paper | PUB-ID: 2914732
Personalized Maneuver Prediction at Intersections
Losing V, Hammer B, Wersing H (2017)
Presented at the IEEE Intelligent Transportation Systems Conference 2017, Yokohama.
PUB | PDF
 
2017 | Conference Abstract | PUB-ID: 2914663
Two or three things we do (not) know about distances
Paaßen B (2017)
In: Proceedings of the Ninth Mittweida Workshop on Computational Intelligence (MiWoCI 2017). Schleif F-M, Villmann T (Eds); Machine Learning Reports. 32-33.
PUB | PDF
 
2017 | Conference Paper | PUB-ID: 2909369
An EM transfer learning algorithm with applications in bionic hand prostheses
Paaßen B, Schulz A, Hahne J, Hammer B (2017)
In: Proceedings of the 25th European Symposium on Artificial Neural Networks (ESANN 2017). Verleysen M (Ed); Bruges: i6doc.com: 129-134.
PUB | PDF
 
2017 | Journal Article | 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 (Submitted)
Journal of Educational Datamining.
PUB | arXiv
 
2017 | Conference Paper | PUB-ID: 2908201
Feature Relevance Bounds for Linear Classification
Göpfert C, Pfannschmidt L, Hammer B (2017)
In: Proceedings of the ESANN. 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.
PUB | Files available
 
2017 | Journal Article | PUB-ID: 2911900
Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
Paaßen B, Göpfert C, Hammer B (2017)
Neural Processing Letters: 1-21.
PUB | DOI | arXiv
 
2017 | Conference Paper | PUB-ID: 2909037
Echo State Networks as Novel Approach for Low-Cost Myoelectric Control
Prahm C, Schulz A, Paaßen B, Aszmann O, Hammer B, Dorffner G (2017)
In: Proceedings of the 16th Conference on Artificial Intelligence in Medicine (AIME 2017). ten Telje A, Popow C, Holmes JH, Sacchi L (Eds); Lecture Notes in Computer Science, 10259. Springer: 338--342.
PUB | Files available | DOI
 
2017 | Journal Article | PUB-ID: 2909372
Efficient Kernelization of Discriminative Dimensionality Reduction
Schulz A, Brinkrolf J, Hammer B (2017)
Neurocomputing accepted.
PUB | PDF | DOI
 
2017 | Conference Paper | PUB-ID: 2909371
Prototype based models for the supervised learning of classificaton schemes
Biehl M, Hammer B, Villmann T (2017)
In: Proc. of the IAU Symposium 325 on Astroinformatics, Sorrento/Italy, October 2016. in press.
PUB
 
2017 | Conference Paper | PUB-ID: 2909370
Label-Noise-Tolerant Classification for Streaming Data
Frenay B, Hammer B (2017)
In: IEEE International Joint Conference on Neural Neworks.
PUB
 
2016 | Conference Paper | PUB-ID: 2904469
Non-Negative Kernel Sparse Coding for the Analysis of Motion Data
Hosseini B, Hülsmann F, Botsch M, Hammer B (2016)
In: Artificial Neural Networks and Machine Learning – ICANN 2016. E.P. Villa A, Masulli P, Javier Pons Rivero A (Eds); Lecture Notes in Computer Science, 9887. Barcelona: Springer: 506-514.
PUB | Files available | DOI
 

Filters and Search Terms

department=10037

Search

Filter Publications

Display / Sort

Export / Embed