 | 2012 |
| 15 |  | Kerstin Bunte,
Michael Biehl,
Barbara Hammer:
A General Framework for Dimensionality-Reducing Data Visualization Mapping.
Neural Computation 24(3): 771-804 (2012) |
| 14 |  | Kerstin Bunte,
Petra Schneider,
Barbara Hammer,
Frank-Michael Schleif,
Thomas Villmann,
Michael Biehl:
Limited Rank Matrix Learning, discriminative dimension reduction and visualization.
Neural Networks 26: 159-173 (2012) |
| 2011 |
| 13 |  | Kerstin Bunte,
Ioannis Giotis,
Nicolai Petkov,
Michael Biehl:
Adaptive Matrices for Color Texture Classification.
CAIP (2) 2011: 489-497 |
| 12 |  | Kerstin Bunte,
Michael Biehl,
Barbara Hammer:
Dimensionality reduction mappings.
CIDM 2011: 349-356 |
| 11 |  | Kerstin Bunte,
Frank-Michael Schleif,
Sven Haase,
Thomas Villmann:
Mathematical Foundations of the Self Organized Neighbor Embedding (SONE) for Dimension Reduction and Visualization.
ESANN 2011 |
| 10 |  | Kerstin Bunte,
Michael Biehl,
Barbara Hammer:
Supervised dimension reduction mappings.
ESANN 2011 |
| 9 |  | Barbara Hammer,
Michael Biehl,
Kerstin Bunte,
Bassam Mokbel:
A General Framework for Dimensionality Reduction for Large Data Sets.
WSOM 2011: 277-287 |
| 8 |  | Kerstin Bunte,
Barbara Hammer,
Thomas Villmann,
Michael Biehl,
Axel Wismüller:
Neighbor embedding XOM for dimension reduction and visualization.
Neurocomputing 74(9): 1340-1350 (2011) |
| 7 |  | Kerstin Bunte,
Michael Biehl,
Marcel F. Jonkman,
Nicolai Petkov:
Learning effective color features for content based image retrieval in dermatology.
Pattern Recognition 44(9): 1892-1902 (2011) |
| 2010 |
| 6 |  | Kerstin Bunte,
Barbara Hammer,
Thomas Villmann,
Michael Biehl,
Axel Wismüller:
Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization.
ESANN 2010 |
| 5 |  | Petra Schneider,
Kerstin Bunte,
Han Stiekema,
Barbara Hammer,
Thomas Villmann,
Michael Biehl:
Regularization in matrix relevance learning.
IEEE Transactions on Neural Networks 21(5): 831-840 (2010) |
| 4 |  | Kerstin Bunte,
Barbara Hammer,
Axel Wismüller,
Michael Biehl:
Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data.
Neurocomputing 73(7-9): 1074-1092 (2010) |
| 2009 |
| 3 |  | Kerstin Bunte,
Barbara Hammer,
Michael Biehl:
Nonlinear Dimension Reduction and Visualization of Labeled Data.
CAIP 2009: 1162-1170 |
| 2 |  | Kerstin Bunte,
Michael Biehl,
Nicolai Petkov,
Marcel F. Jonkman:
Adaptive Metrics for Content Based Image Retrieval in Dermatology.
ESANN 2009 |
| 1 |  | Kerstin Bunte,
Barbara Hammer,
Petra Schneider,
Michael Biehl:
Nonlinear Discriminative Data Visualization.
ESANN 2009 |