杨祖元
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- N. Liang, Z. Yang, S. Xie,Incomplete multi-view clustering with sample-level auto-weighted graph fusion.IEEE Trans. Knowledge and Data Engineering,2023,
- Z. Yang, N. Liang, Z. Li and S. Xie,A convergence algorithm for graph co-regularized transfer learning.Science China Information Sciences,2023,66(3):
- Z. Li, Z. Yang, H. Zhao, S. Xie,Direct-optimization-based DC Dictionary learning with the MCP Regularizer.IEEE Transactions on Neural Networks and Learning Systems,
- Z. Li, H. Zhao, Y. Guo, Z. Yang, and S. Xie,Accelerated log-regularized convolutional transform learning and its convergence guarantee.IEEE Transactions on Cybernetics,2021,
- Z. Yang, N. Liang, W. Yan, Z. Li, and S. Xie,Uniform distribution non-negative matrix factorization for multiview clustering.IEEE Transactions on Cybernetics,2021,51(6):3249-3262.
- Z. Yang, Y. Zhang, Y. Xiang, W. Yan, and S. Xie,Non-negative matrix factorization with dual constraints for image clustering.IEEE Transactions on Systems, Man, and Cybernetics: Systems,2020,50(7):2524-2533.
- N. Liang, Z. Yang, Z. Li, W. Sun, and S. Xie,Multi-view clustering by non-negative matrix factorization with co-orthogonal constraints.Knowledge-Based Systems,2020,194105582.
- N. Liang, Z. Yang, Z. Li, S. Xie, and C. Su,Semi-supervised multi-view clustering with graph-regularized partially shared non-negative matrix factorization.Knowledge-Based Systems,2020,190105185.
- J. Yang, Y. Guo, Z. Yang, and S. Xie,Under-determined convolutive blind source separation combining density-based clustering and sparse reconstruction in time-frequency domain.IEEE Transactions on Circuits and Systems I: Regular Papers,2019,66(8):442-456.