Computer Science ›› 2014, Vol. 41 ›› Issue (6): 166-170.doi: 10.11896/j.issn.1002-137X.2014.06.032
Previous Articles Next Articles
ZHANG Yi-fan,FENG Ai-min and ZHANG Zheng-lin
| [1] Syed N,Liu H,Sung K.Incremental learning with support vector machines[C]∥Proceedingsof the Workshop on Support Vector Machines atthe International Joint Conference on Articial Intelligence(IJCAI-99)．Stockholm,Sweden,1999 [2] Qing L,Ling W,Zheng Z D．Decremental learning based on sample weight Support Vector Regression[M]∥Control and Decision．2010:1322-1325 [3] Platt J C．Fast Training of Support Vector Machines using Sequential Minimal Optimization [M]∥Advances in Kernel Methods.MIT Press Cambridge,MA,USA,1999:185-208 [4] Cauwenberghs G,Poggio T．Incremental and decremental support vector machine learning[M]∥Advances in Neural Information Processing Systems．2001:409-415 [5] Schlkopf B,Smola A J,Williamson R C,et al．New support vector algorithms[J]．Neural computation,2000,12(5):1207-1245 [6] Ruping S．Incremental learning with support vector machines[C]∥ Proceedings IEEE International Conference on Data Mi-ning,2001(ICDM 2001)．IEEE,2001:641-642 [7] Li C,Liu K,Wang H．The incremental learning algorithm with support vector machine based on hyperplane-distance[J]．Applied Intelligence,2011,34(1):19-27 [8] Ma J,Theiler J,Perkins S．Accurate on-line support vector regression[J]．Neural Computation,2003,15(11):2683-2703 [9] Smola A J,Schlkopf B．A tutorial on support vector regression[J]．Statistics and computing,2004,14(3):199-222 [10] Wang W．An incremental learning strategy for support vector regression[J]．Neural processing letters,2005,21(3):175-188 [11] Yi Y,Wu J,Xu W．Incremental SVM based on reserved set for network intrusion detection[J]．Expert Systems with Applications,2011,38(6):7698-7707 [12] Hai Y,He W,Fan L．An incremental learning algorithm for SVM based on voting principle[C]∥20106th International Conference on Advanced Information Management and Service (IMS)．IEEE,2010:420-423 [13] 王媛．支持向量机增量学习算法及其在入侵检测中的应用研究[D]．长春:吉林大学,2008 [14] Wang J G,Cheng L W,Zhang W X,et al．A modified incremental support vector machine for regression[J]．Applied Mechanics and Materials,2012,135:63-69 [15] Ralaivola L,d’Alché-Buc F．Incremental support vector machine learning:A local approach[M]∥Artificial Neural Networks—ICANN 2001．Springer Berlin Heidelberg,2001:322-330 [16] Vallada E,Ruiz R．Genetic algorithms with path relinking forthe minimum tardiness permutation flowshop problem[J]．Omega,2010,38(1):57-67 [17] 萧嵘,王继成,孙正兴．一种SVM增量学习算法 α-ISVM [J]．软件学报,2001,12(12):1818-1824 [18] 宋辰瑶,徐国华.前飞状态下直升机旋翼旋转噪声预测[J].声学技术,2009,8(2) [19] 刘占良,赫旭．机场航空噪声监测与评价方法[J].中国海洋大学报,2006,36(4):660-664 [20] 武汉英.飞机噪声预测模型及其应用[D].天津:中国民航大学,2008 [21] Graf H P,Cosatto E,Bottou L,et al．Parallel support vector machines:The cascade svm[J]．Advances in neural information processing systems,2004,17:521-528 [22] Mitra P,Murthy C A,Pal S K．Data condensation in large databases by incremental learning with support vector machines[C]∥Proceedings 15th International Conference on Pattern Recognition,2000．IEEE,2000,2:708-711 [23] Laskov P,Gehl C,Krüger S,et al．Incremental support vector learning:Analysis,implementation and applications[J]．The Journal of Machine Learning Research,2006,7:1909-1936 [24] Diehl C P,Cauwenberghs G．SVM incremental learning,adaptation and optimization[C]∥Proceedings of the International Joint Conference on Neural Networks,2003．IEEE,2003,4:2685-2690 |
| No related articles found! |
|
||
Home