Citation: | BAI Yifeng, XIAO Jian, YU long. Block-Wise Kernel Partial Least-Squares Method[J]. Journal of Southwest Jiaotong University, 2007, 20(5): 626-630. |
王惠文.偏最小二乘回归方法及其应用[M].北京:国防工业初版社,1999.[2] BAI Yifeng,XIAO Jian,YU Long.Kernel partial least-squares regression[C]//Proceedings of International Joint Conference on Neural Networks (IJCNN) 2006.Vancouver:IEEE Press,2006:1 231-1 238.[3] TAYLOR J S,CRISTIANINI N.Kernel methods for pattern analysis[M].Cambridge University,2004.[4] ROSIPAL R,TREJO L J,MATTHEWS B.Kernel PLS-SVC for linear and nonlinear classification[C]//Proceedings of ICML.Washington:American Association for Artificial Intelligence Press,2003:640-647.[5] ROSIPAL R,TREJO L J.Kernel partial least squares regression in reproducing kernel Hilbert space[J].Journal of Machine Learning Research,2001,2:97-123.[6] VPANIK V.The nature of statistical learning theory[M].New York:Springer-Verlag,1995.[7] SCHOLKOPF B.Nonlinear component analysis as a kernel eigenvalue problem[J].Neural Computation,1998,10(5):1 299-1 319.[8] QIN S J.Recursive PLS algorithms for adaptive data modeling[J].Computers chem.Engng.,1998,22(4-5):503-514.
|