Introduces graph-embedded MS-SVDD for multimodal one-class classification and reports improved event detection robustness on smart grid time series data.
Kwak, Nonlinear projection trick in kernel methods: An alternative to the kernel trick, IEEE Transactions on Neural Networks and Learning Systems 24 (12) (2013) 2113–2119
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Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach
Introduces graph-embedded MS-SVDD for multimodal one-class classification and reports improved event detection robustness on smart grid time series data.