Rejecting Nearest Neighbor Classifier Based on Structural Risk Minimization Principle Self-organization Multiple Region Covering Model

王守觉. 仿生模式识别一种模式识别的新模型的理论与方法[J]. 电子学报, 2002, 30(10): 1418-1421.Wang Shou-jue. Bionic (topological) pattern recognitionA new model of pattern recognition theory and itsapplications. Acta Electronica Sinica, 2002, 30(10):1417-1420.[2]吴涛, 张铃, 张燕平. 机器学习中的核覆盖算法[J]. 计算机学报, 2005, 28(8): 1295-1301.Wu Tao, Zhang Ling, and Zhang Yan-ping. Kernel coveringalgorithm for machine learning. Chinese Journal ofComputers, 2005, 28(8): 1295-1301.[3]赵莹, 高隽, 汪荣贵, 胡静. 一种新的广义近邻方法研究[J].电子学报, 2004, 32(F12): 196-198.Zhao Ying, Gao Jun, Wang Rong-gui, and Hu Jing. Extendednearest neighbor method based on bionic pattern recognition.Acta Electronica Sinica, 2004, 32(F12): 196-198.[4]David M J Tax and Robert P W Duin. Support vector datadescription [J].Machine Learning.2004, 54(1):45-66[5]Lee Ki Young, Kim Dae-Won, Lee Kwang H, and LeeDoheon. Density-induced support vector data description[J].IEEE Trans. on Neural Networks.2007, 18(1):284-289[6]Yen Chen-wen, Young Chieh-Neng, and Nagurka Mark L. Afalse acceptance error controlling method for hypersphericalclassifiers[J].Neurocomputing.2004, 57(1-4):295-312[7]Amit B, Philippe B, and Chris D. A support vector methodfor anomaly detection in hyperspectral imagery[J].IEEE Trans.on Geoscience and Remote Sensing.2006, 44(8):2282-2291[8]Rizvi S A, Saasawi T N, and Nasrabadi N M. A clutterrejection technique for FLIR imagery using region basedprincipal component analysis [J].Pattern Recognition.2000,33(11):1931-1933[9]Yang G Z and Huang T S. Human face detection in a complexbackground [J]. Pattern Recognition, 1994, 27(1): 58-63.[10]Cabrera J B D. On the impact of fusion strategies onclassification errors for large ensembles of classifiers. PatternRecognition, 2006, 39(11): 1963-1978.[11]娄震, 金忠, 杨静宇. 基于类条件置信变换的后验概率估计方法[J]. 计算机学报, 2005, 28(1): 18-24.Lou Zhen, Jin Zhong, and Yang Jing-yu. Novel approach toestimate posterior probabilities by class-conditionalconfidence transformations. Chinese Journal of Computers,2005, 28(1): 18-24.