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- W2108069439 abstract "Self-organizing maps (SOM) perform similarity information retrieval, but they cannot answer questions like k-nearest neighbors easily. This paper presents a new family of constructive SOM called SAM-SOM family which incorporates spatial access methods to perform more specific queries like k-NN and range queries. Using this family of networks, the patterns have to be presented only once. This approach speeds up dramatically the SOM training process with a minimal number of parameters." @default.
- W2108069439 created "2016-06-24" @default.
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- W2108069439 date "2003-06-25" @default.
- W2108069439 modified "2023-09-25" @default.
- W2108069439 title "A SAM-SOM family: incorporating spatial access methods into constructive self-organizing maps" @default.
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- W2108069439 doi "https://doi.org/10.1109/ijcnn.2002.1007660" @default.
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