73 lines
2.3 KiB
BibTeX
73 lines
2.3 KiB
BibTeX
@article{sato1996,
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title={Generalized learning vector quantization},
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author={Sato, Atsushi and Yamada, Keiji},
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journal={Advances in neural information processing systems},
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pages={423--429},
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year={1996},
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publisher={MORGAN KAUFMANN PUBLISHERS},
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url={http://papers.nips.cc/paper/1113-generalized-learning-vector-quantization.pdf},
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}
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@book{kohonen1989,
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doi = {10.1007/978-3-642-88163-3},
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year = {1989},
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publisher = {Springer Berlin Heidelberg},
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author = {Teuvo Kohonen},
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title = {Self-Organization and Associative Memory}
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}
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@inproceedings{saralajew2019,
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author = {Saralajew, Sascha and Holdijk, Lars and Rees, Maike and Asan, Ebubekir and Villmann, Thomas},
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booktitle = {Advances in Neural Information Processing Systems},
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title = {Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components},
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url = {https://proceedings.neurips.cc/paper/2019/file/dca5672ff3444c7e997aa9a2c4eb2094-Paper.pdf},
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volume = {32},
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year = {2019}
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}
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@article{seo2003,
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author = {Seo, Sambu and Obermayer, Klaus},
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title = "{Soft Learning Vector Quantization}",
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journal = {Neural Computation},
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volume = {15},
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number = {7},
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pages = {1589-1604},
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year = {2003},
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month = {07},
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doi = {10.1162/089976603321891819},
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}
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@article{hammer2002,
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title = {Generalized relevance learning vector quantization},
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journal = {Neural Networks},
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volume = {15},
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number = {8},
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pages = {1059-1068},
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year = {2002},
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doi = {https://doi.org/10.1016/S0893-6080(02)00079-5},
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author = {Barbara Hammer and Thomas Villmann},
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}
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@article{schneider2009,
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author = {Schneider, Petra and Biehl, Michael and Hammer, Barbara},
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title = "{Adaptive Relevance Matrices in Learning Vector Quantization}",
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journal = {Neural Computation},
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volume = {21},
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number = {12},
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pages = {3532-3561},
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year = {2009},
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month = {12},
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doi = {10.1162/neco.2009.11-08-908},
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}
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@InProceedings{villmann2018,
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author="Villmann, Andrea
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and Kaden, Marika
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and Saralajew, Sascha
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and Villmann, Thomas",
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title="Probabilistic Learning Vector Quantization with Cross-Entropy for Probabilistic Class Assignments in Classification Learning",
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booktitle="Artificial Intelligence and Soft Computing",
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year="2018",
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publisher="Springer International Publishing",
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}
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