正在加载图片...
·980· 智能系统学报 第13卷 performance data clustering approach[J].Journal of YANG Yumei.Improved K-means dynamic clustering al- Chongqing university of posts and telecommunications: gorithm based on information entropy[J].Journal of natural science edition,2016,28(1):131-137. Chongqing university of posts and telecommunications: [14]STREHL A.GHOSH J.Cluster ensembles-a know- natural science edition,2016,28(2):254-259. ledge reuse framework for combining partitionings[J]. [23]JAMSHIDIAN M,JENNRICH R I.Standard errors for Journal of machine learning research,2002,3:583-617. EM estimation[J].Journal of the royal statistical society. [15]FRED A L N,JAIN A K.Data clustering using evidence series B.2000,62(2):257-270. accumulation[C]//Proceedings of the 16th International [24]DEEPSHREE A V,YOGISH H K.Farthest first cluster- Conference on Pattern Recognition.Quebec,Canada, ing in links reorganization[J].International journal of web 2002:276-280. and semantic technology,2014,5(3):17-24. [16]ZHOU Zhihua.Ensemble Methods:Foundations and Al- [25]RASHEDI E,MIRZAEI A.A hierarchical clusterer en- gorithms[M].Boca Raton:Taylor and Francis Group, semble method based on boosting theory[J].Knowledge- 2012:135-156. based systems,2013,45:83-93. [17]ZHANG Minling,ZHOU Zhihua.Exploiting unlabeled 作者简介: data to enhance ensemble diversity[J].Data mining and 闵帆,男,1973年生,教授,博士 knowledge discovery,2013,26(1):98-129. 生导师,主要研究方向为粒计算、代价 [18]MIN Fan,HU Qinghua,ZHU W.Feature selection with 敏感学习、推荐系统,主持国家自然科 test cost constraint[J].International journal of approxim- 学基金1项。发表学术论文100余 ate reasoning,2014,55(1:167-179. 篇,被SCI检索30余篇。 [19]GIONIS A,MANNILA H,TSAPARAS P.Clustering ag- gregation[M]//SAMMUT C,WEBB G I.Encyclopedia of Machine Learning.Boston:Springer,2011. 王宏杰,男,1992年生,硕士研究 [20]罗会兰,孔繁胜,李一啸.聚类集成中的差异性度量研 生,主要研究方向为粒计算、代价敏感 究.计算机学报,2007,30(8):1315-1324. 学习。发表学术论文7篇,其中被 EI检索1篇。 LUO Huilan,KONG Fansheng,LI Yixiao.An analysis of diversity measures in clustering ensembles[J].Chinese journal of computers,2007,30(8):1315-1324 [21]杨草原,刘大有,杨博,等.聚类集成方法研究刀.计算 机科学,2011,38(2):166-170. 刘福伦,男,1993年生,硕士研究 YANG Caoyuan,LIU Dayou,YANG Bo,et al.Research 生,主要研究方向为代价敏感学习、粗 糙集。发表学术论文5篇,其中被 on cluster aggregation approaches[J].Computer science, SCI检索2篇,被EI检索1篇。 2011,38(2):166-170. [22]杨玉梅.基于信息嫡改进的K-means动态聚类算法[], 重庆邮电大学学报:自然科学版,2016,28(2:254-259.performance data clustering approach[J]. Journal of Chongqing university of posts and telecommunications: natural science edition, 2016, 28(1): 131–137. STREHL A, GHOSH J. Cluster ensembles—a know￾ledge reuse framework for combining partitionings[J]. Journal of machine learning research, 2002, 3: 583–617. [14] FRED A L N, JAIN A K. Data clustering using evidence accumulation[C]//Proceedings of the 16th International Conference on Pattern Recognition. Quebec, Canada, 2002: 276–280. [15] ZHOU Zhihua. Ensemble Methods: Foundations and Al￾gorithms[M]. Boca Raton: Taylor and Francis Group, 2012: 135–156. [16] ZHANG Minling, ZHOU Zhihua. Exploiting unlabeled data to enhance ensemble diversity[J]. Data mining and knowledge discovery, 2013, 26(1): 98–129. [17] MIN Fan, HU Qinghua, ZHU W. Feature selection with test cost constraint[J]. International journal of approxim￾ate reasoning, 2014, 55(1): 167–179. [18] GIONIS A, MANNILA H, TSAPARAS P. Clustering ag￾gregation[M]//SAMMUT C, WEBB G I. Encyclopedia of Machine Learning. Boston: Springer, 2011. [19] 罗会兰, 孔繁胜, 李一啸. 聚类集成中的差异性度量研 究[J]. 计算机学报, 2007, 30(8): 1315–1324. LUO Huilan, KONG Fansheng, LI Yixiao. An analysis of diversity measures in clustering ensembles[J]. Chinese journal of computers, 2007, 30(8): 1315–1324. [20] 杨草原, 刘大有, 杨博, 等. 聚类集成方法研究[J]. 计算 机科学, 2011, 38(2): 166–170. YANG Caoyuan, LIU Dayou, YANG Bo, et al. Research on cluster aggregation approaches[J]. Computer science, 2011, 38(2): 166–170. [21] 杨玉梅. 基于信息熵改进的 K-means 动态聚类算法[J]. 重庆邮电大学学报: 自然科学版, 2016, 28(2): 254–259. [22] YANG Yumei. Improved K-means dynamic clustering al￾gorithm based on information entropy[J]. Journal of Chongqing university of posts and telecommunications: natural science edition, 2016, 28(2): 254–259. JAMSHIDIAN M, JENNRICH R I. Standard errors for EM estimation[J]. Journal of the royal statistical society. series B, 2000, 62(2): 257–270. [23] DEEPSHREE A V, YOGISH H K. Farthest first cluster￾ing in links reorganization[J]. International journal of web and semantic technology, 2014, 5(3): 17–24. [24] RASHEDI E, MIRZAEI A. A hierarchical clusterer en￾semble method based on boosting theory[J]. Knowledge￾based systems, 2013, 45: 83–93. [25] 作者简介: 闵帆,男,1973 年生,教授,博士 生导师,主要研究方向为粒计算、代价 敏感学习、推荐系统,主持国家自然科 学基金 1 项。发表学术论文 100 余 篇,被 SCI 检索 30 余篇。 王宏杰,男,1992 年生,硕士研究 生,主要研究方向为粒计算、代价敏感 学习。发表学术论文 7 篇,其中被 EI 检索 1 篇。 刘福伦,男,1993 年生,硕士研究 生,主要研究方向为代价敏感学习、粗 糙集。发表学术论文 5 篇,其中被 SCI 检索 2 篇,被 EI 检索 1 篇。 ·980· 智 能 系 统 学 报 第 13 卷
<<向上翻页
©2008-现在 cucdc.com 高等教育资讯网 版权所有