prototorch_models/docs/source/refs.bib
Alexander Engelsberger c87ed5ba8b
[FEATURE] Add PLVQ model
2021-06-12 13:02:26 +02:00

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BibTeX

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