Domain Transfer Multiple Kernel Boosting for Classification of EEG Motor Imagery Signals
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...MI [79] FTL Domain transfer multiple kernel boosting SVM BCIC-III-Iva 5 subjects’ data 81....
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References
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"Domain Transfer Multiple Kernel Boo..." refers background in this paper
...To address the above problems, transfer learning is a promising approach [8], [9]....
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"Domain Transfer Multiple Kernel Boo..." refers methods in this paper
...Thus, motor imagery has been widespread used as a major approach in BCI systems [3], [4]....
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"Domain Transfer Multiple Kernel Boo..." refers background in this paper
...Common spatial patterns (CSP) and spatial filters have the potential to achieve the rapid learning of proper training data, but do not perform well with a large amount of heterogeneous data recorded from other subjects or other sessions [17]....
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"Domain Transfer Multiple Kernel Boo..." refers methods in this paper
...[26] proposed an effective nonparametric criterion, referred to as the Maximum Mean Discrepancy (MMD), to compare data distributions based on the distance between the means of the samples from two domains in a kernel k induced reproducing kernel Hilbert space (RKHS) H , namely,...
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