Anomaly Detection Model Based on One-class Support Vector Machine Fused Deep Auto-encoder
Large-scale high-dimensional unbalanced data handling is a major challenge in anomaly detection.One-class support vector machine(OCSVM) is very efficient at handling unbalanced data,but it is not suitable for large-scale high-dimensional dataset.Meanwhile,the kernel function of OCSVM also has an imp...
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| Format: | Article |
| Language: | zho |
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Editorial office of Computer Science
2022-03-01
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| Series: | Jisuanji kexue |
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| Online Access: | https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-3-144.pdf |