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Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity
Due to the fast speed of data generation and collection from advanced equipment, the amount of data obviously overflows the limit of available memory space and causes difficulties achieving high learning accuracy. Several methods based on discard-after-learn concept have been proposed. Some methods...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6733468/ https://www.ncbi.nlm.nih.gov/pubmed/31498787 http://dx.doi.org/10.1371/journal.pone.0220624 |