LLE-Based Classification Algorithm and Its Application to Passive Millimeter Wave Target Recognition

Zhou Yong, Li You-wen, and Xia Shi-xiong. An improved KNN text classification algorithm based on clustering. Journal of Computers, 2009, 4(3): 230-237.[2]Fukushima Tamon, Yamamori Kunihito, and Yoshihara Ikuo, et al.. Feature extraction of protein expression levels based on classification of functional foods with SOM[J].Artificial Life and Robotics.2009, 13(2):543-546[3]Park Cheong-hee and Lee Moonhwi. A SVM-based discretization method with application to associative classification[J].Expert Systems with Applications.2009, 36(3):4784-4787[4]Zhang Yong, Ren Yong-gong, and Zhang Zai-yue, et al.. Fuzzy SVDD classifier with positive and negative samples, Journal of Computational Information Systems, 2008, 4(3): 1055-1062.[5]Tenenbaum J B, Silva V, and Langford J C. A global geometric framework for nonlinear dimensionality reduction[J].Science.2000, 290(5500):2319-2323[6]Roweis S T and Saul L K. Nonlinear dimensionality reduction by locally linear embedding[J].Science.2000, 290(5500):2323-2326[7]Belkin M and Niyogi P. Laplacian eigenmaps for dimensionality reduction and data representation[J].Neural Computation.2003,15(6):1373-1396[8]Zhang Zhen-yue and Zha Hong-yuan. Principal manifold and nonlinear dimension reduction via local tangent space alignment[J].SIAM Journal of Scientific Computing.2004, 26(1):313-338[9]Chang H and Yeung D Y. Locally linear metric adaptation with application to semi-supervised clustering and image retrieval[J].Pattern Recognition.2006, 39(7):1253-1264[10]Song Yang-qiu, Nie Fei-ping, and Zhang Chang-shui. Semi-supervised sub-manifold discriminant analysis[J].Pattern Recognition Letters.2008, 29(13):1806-1813[11]Xiang Shi-ming, Nie Fei-ping, and Yang-qiu Song, et al.. Embedding new data points for manifold learning via coordinate propagation[J].Knowledge and Information Systems.2009, 19(2):159-184[12]Jain V and Saul L K. Exploratory analysis and visualization of speech and music by locally linear embedding. Proc of the 6th International Conference of Speech, Acoustics, and Signal Processing, Montreal, Quebec, Canada., May, 2004: 984-987.[13]Peyr G. Manifold models for signals and images[J].Computer Vision and Image Understanding.2009, 113(2):249-260[14]Chern S S, Chen W H, and Lam K S. Lectures on Differential Geometry, New Jersey: World Scientific, 2000: 1-8.