Articles with "weighted stacking" as a keyword



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A hybrid intrusion detection system based on feature selection and weighted Stacking classifier

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3186975

Abstract: Cyber-attacks occur more frequently with the rapid growth in the Internet. Intrusion detection systems (IDS) have become an important part of protecting system security. There are still some challenges preventing IDS from further improving its… read more here.

Keywords: classification; system; intrusion detection; weighted stacking ... See more keywords
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Application of Dynamic Time Warping in Weighted Stacking of Seismic Data

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Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2021.3078467

Abstract: Stacking can improve the signal-to-noise ratio (SNR) of seismic data, and therefore, it plays an important role in seismic signal processing. The commonly used stacking methods involve calculating a weighted average trace to reduce the… read more here.

Keywords: dynamic time; time; application dynamic; time warping ... See more keywords
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Resolution-Oriented Weighted Stacking Algorithm

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3170563

Abstract: In this article, we proposed a weighted stacking algorithm for obtaining high-resolution data and constructed an optimization objective function using the similarity of the stacked amplitude spectrum and constant (amplitude spectrum of impulse function). The… read more here.

Keywords: stacking algorithm; resolution oriented; resolution; amplitude spectrum ... See more keywords