[1] E Alpaydin,E Mayoraz.Learning error-correcting output codes from data[A].Proceedings of International Conference on Artificial Neural Networks (ICANN'99)[C] Verlag:Springer,1999.743-748.[2] W Utschick,W Weichselberger.Stochastic organization of output codes in multiclass learning problems[J].Neural Comput,2001,13(5):1065-1102.[3] K Crammer,Y Singer.On the learnability and design of output codes for multiclass problems[J].Machine Learning,2002,47(2):201-233.[4] O Pujol,P Radeva,J Vitria.Discriminate ECOC:A heuristic method for application dependent design of error correcting output codes[J].IEEE Trans Pattern Analysis and Machine Intelligence,2006,28(6):1001-1007.[5] S Escalera,David M J Tax,O Pujol,P Radeva,Robert P W Duin.Subclass problem-dependent design for error-correcting output codes[J].IEEE Trans Pattern Analysis and Machine Intelligence,2008,30(6):1041-1054.[6] Jiang Yan-huang,Zhao Qiang-li,Yang Xue-jun.A search coding method and its application in supervised classification[J].Journal of Software,2005,16(6):1081-1088.[7] Jin Deng Zhou,Xiao Dan Wang,Heng Song.Research on the unbiased probability estimation of error-correcting output coding[J].Pattern Recognition,2011,44(7):1552-1565.[8] S Nowlan,G Hinton.Simplifying neural networks by soft weight sharing[J].Neural Comp,1992,23(4):473-493.[9] J Demsar.Statistical comparisons of classifiers over multiple data sets[J].Journal of Machine Learning Research,2006,7(1):1-30.[10] 尹安容,谢湘,匡镜明.Hadamard纠错码结合支持向量机在多分类问题中的应用[J].电子学报2008,36(1):122-126. Yin An-rong,Xie Xiang,Kuang Jing-ming.Application of hadamard ECOC in multi-class problems based on SVM[J].Acta Electronic Sinica,2008,36(1):122-126.(in Chinese)[11] 周进登,王晓丹,权文.加权解码在解决纠错输出编码Consistent-Diverse平衡问题的应用[J].电子学报,2011,20(7):1514-1522. Zhou Jin-deng,Wang Xiao-dan,Quan Wen.Application of weighted decoding for the consistent-diverse balance problem of error correcting output codes[J].Acta Electronic Sinica,2011,20(7):1514-1522.(in Chinese) |