23 Publikationen
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2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982105Schleif, F. - M., Zhu, X., and Hammer, B. (2013). “Sparse Prototype Representation by Core Sets” in Intelligent Data Engineering and Automated Learning – IDEAL 2013, Yin, H., Tang, K., Gao, Y., Klawonn, F., Lee, M., Weise, T., Li, B., and Yao, X. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 302-309.PUB | DOI
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2625202Schleif, F. - M., Zhu, X., and Hammer, B. (2013). “Sparse prototype representation by core sets” in IDEAL 2013, Hujun Yin, et.al ed.PUB
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2615717Zhu, X., Schleif, F. - M., and Hammer, B. (2013). “Secure Semi-supervised Vector Quantization for Dissimilarity Data” in IWANN (1), Rojas, I., Joya, G., and Cabestany, J. eds. Lecture Notes in Computer Science, vol. 7902, (Springer), 347-356.PUB | DOI
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2615701Zhu, X., Schleif, F. - M., and Hammer, B. (2013). “Semi-Supervised Vector Quantization for proximity data” in Proceedings of ESANN 2013 89-94.PUB
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2625232Gisbrecht, A., Mokbel, B., Schleif, F. - M., Zhu, X., and Hammer, B. (2012). Linear Time Relational Prototype Based Learning. International Journal of Neural Systems 22:1250021.PUB | DOI | WoS | PubMed | Europe PMC
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2615750Schleif, F. - M., Zhu, X., Gisbrecht, A., and Hammer, B. (2012). “Fast approximated relational and kernel clustering” in Proceedings of ICPR 2012 (IEEE), 1229-1232.PUB
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2536437Gross, S., Zhu, X., Hammer, B., and Pinkwart, N. (2012). “Cluster based feedback provision strategies in intelligent tutoring systems” in Proceedings of the 11th international conference on Intelligent Tutoring Systems (Berlin, Heidelberg: Springer-Verlag), 699-700.PUB | PDF | DOI | Download (ext.)
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982113Hammer, B., Gisbrecht, A., Hasenfuss, A., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Topographic Mapping of Dissimilarity Data” in Advances in Self-Organizing Maps, Laaksonen, J., and Honkela, T. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 1-15.PUB | DOI
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982112Hammer, B., Schleif, F. - M., and Zhu, X. (2011). “Relational Extensions of Learning Vector Quantization” in Neural Information Processing, Lu, B. - L., Zhang, L., and Kwok, J. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 481-489.PUB | DOI
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2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982111Hammer, B., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Prototype-Based Classification of Dissimilarity Data” in Advances in Intelligent Data Analysis X, Gama, J., Bradley, E., and Hollmén, J. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 185-197.PUB | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276480Gisbrecht, A., Schleif, F. - M., Zhu, X., and Hammer, B. (2011). “Linear time heuristics for topographic mapping of dissimilarity data” in Intelligent Data Engineering and Automated Learning - IDEAL 2011: IDEAL 2011, 12th international conference, Norwich, UK, September 7 - 9, 2011 ; proceedings Lecture Notes in Computer Science, vol. 6936, (Berlin, Heidelberg: Springer), 25-33.PUB | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276485Hammer, B., Gisbrecht, A., Hasenfuss, A., Mokbel, B., Schleif, F. - M., and Zhu, X. (2011). “Topographic Mapping of Dissimilarity Data” in WSOM'11.PUB
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2276522Gisbrecht, A., Hammer, B., Schleif, F. - M., and Zhu, X. (2011). “Accelerating dissimilarity clustering for biomedical data analysis” in IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology pp.154-161.PUB
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2091665Zhu, X., and Hammer, B. (2011).“Patch Affinity Propagation”. Presented at the 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium.PUB