Novelty Detection and Online Learning for Chunk Data Streams
Datastream analysis aims at extracting discriminative information for classification from continuously incoming samples. It is extremely challenging to detect novel data while incrementally updating the model efficiently and stably, especially for high-dimensional and/or large-scale data streams. Th...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 7 vom: 10. Juli, Seite 2400-2412
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| 1. Verfasser: |
Wang, Yi
(VerfasserIn) |
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| Weitere Verfasser: |
Ding, Yi,
He, Xiangjian,
Fan, Xin,
Lin, Chi,
Li, Fengqi,
Wang, Tianzhu,
Luo, Zhongxuan,
Luo, Jiebo |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2021
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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