SVM-based subspace optimization domain transfer method for unsupervised cross-domain time series classification

Author:

Ma Fei,Wang Chengliang,Zeng Zhuo

Funder

National Natural Science Foundation of China

Chongqing Technology & Application Development Project

Fundamental Research Funds for the Central Universities

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference57 articles.

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3. Belkin M, Niyogi P (2001) Laplacian eigenmaps and spectral techniques for embedding and clustering. In: Advances in neural information processing systems, vol 14

4. Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7(Nov):2399–2434

5. Bock C, Togninalli M, Ghisu E, Gumbsch T, Rieck B, Borgwardt K (2019) A wasserstein subsequence kernel for time series. In: 2019 IEEE international conference on data mining (ICDM). IEEE, pp 964–969

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