Xibin Zhu
Xibin Zhu
CITEC, Center of Excellence, Bielefeld University, Germany
Verified email at techfak.uni-bielefeld.de
Title
Cited by
Cited by
Year
Learning vector quantization for (dis-) similarities
B Hammer, D Hofmann, FM Schleif, X Zhu
Neurocomputing 131, 43-51, 2014
722014
Linear time relational prototype based learning
A Gisbrecht, B Mokbel, FM Schleif, X Zhu, B Hammer
International Journal of Neural Systems 22 (05), 2012
242012
Approximation techniques for clustering dissimilarity data
X Zhu, A Gisbrecht, FM Schleif, B Hammer
Neurocomputing 90, 72-84, 2012
172012
Cluster based feedback provision strategies in intelligent tutoring systems
S Gross, X Zhu, B Hammer, N Pinkwart
International Conference on Intelligent Tutoring Systems, 699-700, 2012
172012
Prototype-based classification of dissimilarity data
B Hammer, B Mokbel, FM Schleif, X Zhu
International Symposium on Intelligent Data Analysis, 185-197, 2011
152011
Adaptive conformal semi-supervised vector quantization for dissimilarity data
X Zhu, FM Schleif, B Hammer
Pattern Recognition Letters 49, 138-145, 2014
142014
Relational extensions of learning vector quantization
B Hammer, FM Schleif, X Zhu
International Conference on Neural Information Processing, 481-489, 2011
142011
White box classification of dissimilarity data
B Hammer, B Mokbel, FM Schleif, X Zhu
International Conference on Hybrid Artificial Intelligence Systems, 309-321, 2012
102012
Fast approximated relational and kernel clustering
FM Schleif, X Zhu, A Gisbrecht, B Hammer
Pattern Recognition (ICPR), 2012 21st International Conference on, 1229-1232, 2012
92012
Topographic mapping of dissimilarity data
B Hammer, A Gisbrecht, A Hasenfuss, B Mokbel, FM Schleif, X Zhu
International Workshop on Self-Organizing Maps, 1-15, 2011
92011
Semi-Supervised Vector Quantization for proximity data.
X Zhu, FM Schleif, B Hammer
ESANN, 2013
8*2013
Sparse conformal prediction for dissimilarity data
FM Schleif, X Zhu, B Hammer
Annals of Mathematics and Artificial Intelligence 74 (1-2), 95-116, 2015
62015
A conformal classifier for dissimilarity data
FM Schleif, X Zhu, B Hammer
IFIP International Conference on Artificial Intelligence Applications and …, 2012
62012
Accelerating dissimilarity clustering for biomedical data analysis
A Gisbrecht, B Hammer, FM Schleif, X Zhu
Proceedings of SSCI 16, 2011
52011
Adaptive prototype-based dissimilarity learning
X Zhu
Universitätsbibliothek Bielefeld, 2015
22015
Secure semi-supervised vector quantization for dissimilarity data
X Zhu, FM Schleif, B Hammer
International Work-Conference on Artificial Neural Networks, 347-356, 2013
22013
High Dimensional Matrix Relevance Learning
FM Schleif, T Villmann, X Zhu
2014 IEEE International Conference on Data Mining Workshop, 661-667, 2014
12014
Sparse prototype representation by core sets
FM Schleif, X Zhu, B Hammer
International Conference on Intelligent Data Engineering and Automated …, 2013
12013
Soft Competitive Learning for Large Data Sets
FM Schleif, X Zhu, B Hammer
New Trends in Databases and Information Systems, 141-151, 2013
12013
Patch processing for relational learning vector quantization
X Zhu, FM Schleif, B Hammer
International Symposium on Neural Networks, 55-63, 2012
12012
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