[1] T G Dietterich,E Kong.Error correcting output codes corrects bias and variance[A].Proc of the 21th International Conference on Machine Learning[C].AAA Press,1995.313-321.
[2] T G Dietterich,G Bakiri.Solving multi-class learning problems via error-correcting output codes[J].Journal of Artificial Intelligence Research,1995,34(2):263-286.
[3] Mikel Galar,Alberto Fernández,Edurne Barrenechea,Francisco Herrera.DRCW-OVO:Distance-based relative competence weighting combination for one-vs-one strategy in multi-class problems[J].Pattern Recognition,2015,48(1):28-42.
[4] Francesco Ciompi,Oriol Pujol,Petia Radeva.ECOC-DRF:Discriminative random fields based on error correcting output codes[J].Pattern Recognition,2014,47(6):2193-2204.
[5] Zhou Jingdeng,Wang Xiaodan,et al.Research on the Unbiased Probability Estimation of Error-Correcting Output Coding[J].Pattern Recognition,2011,44(7):1552-1565.
[6] Jie Zhou,Hanchuan Peng,Ching Y.Suen.Data-driven decomposition for multi-class classification[J].Pattern Recognition,2008,41(1):67-76.
[7] Paolo Simeone,Claudio Marrocco,Francesco Tortorella.Two stage reject rule for ECOC classification systems[J].LNCS,2011,6713(1):217-226.
[8] 雷蕾,王晓丹,罗玺等.ECOC多类分类研究综述[J].电子学报,2014,42(9):1794-1800. LEI lei,WANG Xiao-dan,LUO Xi,et.al.An overview of multi-classification based on error-correcting output codes[J].Acta Electrinica Sinica,2014,42(9):1794-1800.(in Chinese)
[9] David M J Tax.Support vector data description[J].Machine Learning,2004,54(1):45-66.
[10] Bing Zhou,Yiyu Uao,Jigang Luo.Cost-sensitive three-way email spam filtering[J].Journal of Intelligent Information Systems,2014,42(1):19-45.
[11] P Simeon,C Marrocco,F Tortorella.Design of reject rules for ECOC classification systems[J].Pattern Recognition,2012,45(2):863-875.
[12] Lei LEI,Wang Xiao-dan,et al.Hierarchical error-correcting output codes based on SVDD[J].Pattern Analysis and Applications,2016,19(1):163-171.
[13] 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 on Pattern Analysis and Machine Intelligence,2008,30(6):1041-1054.
[14] 周进登,王晓丹.基于混淆矩阵的自适应纠错输出编码多类分类方法[J].系统工程与电子技术,2012,34(7):220-226. Zhou Jindeng,Wang Xiaodan.Multiclass classification of adaptive error-correcting output codes based on confusion matrix[J].Systems Engineering and Electronics,2012,34(7):220-226.(in Chinese)
[15] Jindeng Zhou,Xiaodan Wang,et al.Coding design for error-correcting output codes based on perception[J].Optical Engineering,2012,51(5):322-331. |