Interpretable time series kernel analytics by pre-image estimation / Interprétabilité de l'analyse de séries temporelles à noyaux par l'estimation de la pré-image
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Tác giả chưa xác định. Interpretable time series kernel analytics by pre-image estimation / Interprétabilité de l'analyse de séries temporelles à noyaux par l'estimation de la pré-image. Thesis, HAL - Pháp.
Việt Nam (chuẩn TCVN 5453:1991):
. Interpretable time series kernel analytics by pre-image estimation / Interprétabilité de l'analyse de séries temporelles à noyaux par l'estimation de la pré-image. Thesis. HAL - Pháp. Truy cập từ .
Tóm tắt
Kernel methods are known to be effective to analyse complex objects by implicitly embedding them into some feature space. To interpret and analyse the obtained results, it is often required to restore in the input space the results obtained in the feature space by using pre-image estimation methods. This work proposes a pre-image estimation method for time series kernel analytics that consists of two steps. In the first step, a time warp function, driven by distance constraints in the feature sp...