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Fast prototype selection algorithm based on adjacent neighbourhood and boundary approximation
The unceasing increase of data quantity severely limits the wide application of mature classification algorithms due to the unacceptable execution time and the insufficient memory. How to fast incrementally obtain high decision reference set and adapt to incremental data environment is urgently need...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684154/ https://www.ncbi.nlm.nih.gov/pubmed/36418375 http://dx.doi.org/10.1038/s41598-022-23036-9 |