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- W2385097113 abstract "So far the gapped kernels are used in many fields,such as text classification and protein classification.In this paper,a new kind of gapped kernel is presented,which is called length-weighted kernel,including p-length-weighted and all-length-weighted kernels.Length-weighted kernels can be used to detect intrusion process.Furthermore,a dynamic programming algorithm based on suffix kernel is proposed to compute the length-weighted kernels.Moreover,a bit-parallel technique is used to reduce the complexity of p-length-weighted kernel.The empirical results suggest that this bit-parallel technique algorithm outperforms the other approaches in some cases where the necessary condition of using bit-parallel technique can be satisfied,and that the new kernels can achieve better performance than others gapped kernels." @default.
- W2385097113 created "2016-06-24" @default.
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- W2385097113 date "2007-01-01" @default.
- W2385097113 modified "2023-09-27" @default.
- W2385097113 title "A Fast Algorithm for Gapped Kernels" @default.
- W2385097113 hasPublicationYear "2007" @default.
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