参考文献
[1]Seung H S,Daniel D L.The Manifold Ways of Perception[J].Science,2000,290(5500):2268-2269.
[2]Roweis S,Saul L.Nonlinear Dimensionality Reduction by Locally Linear Embedding[J].Science,2000,290(5500):2323-2326.
[3]de la Torre F,Kanade T.Multimodal Oriented discriminant Analysis[C]//Proceedings of the 22nd International Conference on Machine Learning.New York,USA:ACM Press,2005:177-184.
[4]Zhang Junping,Stan Z L.Wang Jue.Manifold Learning and Applications in Recognition[M]//Tan Y P.Intelligent Multimedia Processing with Soft Computing.Berlin,Germany:Springer,2005:281-300.
[5]Ito M,Ohyama W,Wakabayashi T,et al.Rotated Face Recognition by Manifold Learning with Auto-associative Neural Network[C]//Proceedings of Frontiers of Computer Vision.Washington D.C.,USA:IEEE Press,2015:1-4.
(下转第216页)
(上接第210页)
[6]王朋,陈树中.基于混合模型HMM/RBF的数字语音识别[J].计算机工程,2002,28(12):136-138.
[7]Li Ma,Crawford M M,Yang Xiaoquan,et al.Local-manifold-learning-based Graph Construction for Semisupervised Hyperspectral Image Classification[J].IEEE Transactions on Geoscience and Remote Sensing,2015,53(5):2832-2844.
[8]Alain G,Bengio Y.What Regularized Auto-encoders Learn from the Datagenerating Distribution[J].The Journal of Machine Learning Research,2014,15(1):3563-3593.
[9]Gisbrecht A,Hammer B.Data Visualization by Nonlinear Dimensionality Reduction[J].Wiley Interdisciplinary Reviews:Data Mining and Knowledge Discovery,2015,5(2):51-73.
[10]何力,张军平,周志华.基于放大因子和主延伸方向研究流形学习算法[J].计算机学报,2005,28(12):2000-2009.
[11]Zhang Junping,Wang Qi,Zhou Zhihua.Quantitative Analysis of Nonlinear Embedding[J].IEEE Transactions on Neural Networks,2011,22(12):1987-1998.
[12]Jain A,Murty M,Flynn P.Data Clustering:A Review[J].ACM Computing Surveys,1999,31(3):264-323.
[13]Borlard H,Kamp Y.Auto-association by Multilayer Perceptrons and Singular Value Decomposition[J].Biological Cybernetics,1988,59:291-294.
[14]Blake C L,Merz C J.UCI Repository of Machine Learning Databases[EB/OL].(2010-11-21).http://www.ics.uci.edu/mlearn/MLRepository.html.
[15]Frey P W,Slate D J.Letter Recognition Using Hollandstyle Adaptive Classifiers[J].Machine Learning,1991,6(2):161-182.
编辑刘冰陆燕菲 |