参考文献
[1]RAGHAVAN U N,ALBERT R,KUMARA S.Near Linear Time Algorithm to Detect Community Structures in Large-scale Networks[J].Physical Review E:Statistical Nonlinear and Soft Matter Physics,2007,76.
[2]NEWMAN M E J,GIRVAN M.Finding and Evaluating Community Structure in Networks[J].Physical Review E:Statistical Nonlinear and Soft Matter Physics,2004,69.
[3]ROSVALL M,BERGSTROM C T.An Information-theoretic Framework for Resolving Community Structure in Complex Networks[J].Proceedings of the National Academy of Sciences of the United States of America,2007,104(18):7327-7331.
[4]ROSVALL M,BERGSTEOM C T.Maps of Random Walks on Complex Networks Reveal Community Structure[J].Proceedings of the National Academy of Sciences of the United States of America,2008,105(4):1118-1123.
[5]吴钟刚,吕钊.一种基于局部相似性的社区发现算法[J].计算机工程,2016,42(12):196-203.
[6]BENGIO Y,SCHWENK H,SENCAL J S,et al.Neural Probabilistic Language Models[J].Journal of Machine Learning Research,2003,3(6):1137-1155.
[7]MIKOLOV T,CORRADO G,CHEN K,et al.Efficient Estimation of Word Representations in Vector Space[EB/OL].(2013-09-07).https://arxiv.org/pdf/1301.3781.pdf.
[8]PEROZZI B,ALRFOU R,SKIENA S.DeepWalk:Online Learning of Social Representations[EB/OL].[2016-11-10].http://perozzi.net/publications/14_kdd_deepwalk.pdf.
[9]GETOOR L,TASKAR B.Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning)[M].Cambridge,USA:MIT Press,2007.
[10]CHANDOLA V,BANERJEE A,KUMAR V.Anomaly Detection:A Survey[J].ACM Computing Surveys,2009,41(3):75-79.
[11]BARBER M J,CLARK J W.Detecting Network Commu-nities by Propagating Labels Under Constraints[J].Physical Review E:Statistical Nonlinear and Soft Matter Physics,2009,80.
[12]LIU X,MURATA T.Advanced Modularity-specialized Label Propagation Algorithm for Detecting Communities in Networks[J].Physica A Statistical Mechanics and Its Applications,2010,389(7):1493-1500.
[13]HE M,LENG M,LI F,et al.Knowledge Engineering and Management[M].Berlin,Germany:Springer,2014.
[14]GREGORY S.Finding Overlapping Communities in Networks by Label Propagation[J].New Journal of Physics,2009,12(10):2011-2024.
[15]金弟,刘杰,杨博,等.局部搜索与遗传算法结合的大规模复杂网络社区探测[J].自动化学报,2011,37(7):873-882.
[16]XIE J,SZYMANSKI B K.Community Detection Using a Neighborhood Strength Driven Label Propagation Algorithm[C]//Proceedings of IEEE Network Science Workshop.Washington D.C.,USA:IEEE Computer Society,2010:1-8.
(下转第232页)
(上接第225页)
[17]CORDASCO G,GARGANO L.Community Detection via Semi-synchronous Label Propagation Algorithms[EB/OL].[2016-11-15].https://arxiv.org/pdf/1103.4550v1.pdf.
[18]马杰良,韩路,潘贞贞,等.基于核心图的标签传播算法[J].计算机科学,2015,42(1):119-121.
[19]CLAUSET A,NEWMAN M E,MOORE C.Finding Community Structure in Very Large Networks[J].Physical Review E:Statistical Nonlinear and Soft Matter Physics,2005,70.
[20]马千里,张俊浩.一种局部强化的多标签传播社区发现算法[J].计算机工程,2014,40(6):171-174.
[21]ESTVEZ P A,TESMER M,PEREZ C A,et al.Normalized Mutual Information Feature Selection[J].IEEE Transactions on Neural Networks,2009,20(2):189-201.
[22]LESKOVEC J,KLEINBERG J,FALOUTSOS C.Graph Evolution:Densification and Shrinking Diameters[J].Physics,2006,1(1):2.
[23]BOGU M,PASTORSATORRAS R,DAZGUILERA A,et al.Models of Social Networks Based on Social Distance Attachment[J].Physical Review E:Statistical Nonlinear and Soft Matter Physics,2004,70.
[24]WANG Y,FENG X.A Potential-based Node Selection Strategy for Influence Maximization in a Social Network[C]//Proceedings of International Conference on Advanced Data Mining and Applications.Berlin,Germany:Springer,2009:350-361.
[25]ZHU Xiaojin,CHAHRAMANI Z.Learning from Labeled and Unlabeled Data with Label Propagation,CMU-CALD-02-107[R].Pittsburghers,USA:Carnegie Mellon University,2002.
编辑吴云芳 |