Scalable Learning of Collective Behavior
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Huan Liu | Lei Tang | Xufei Wang | Huan Liu | Lei Tang | Xufei Wang
[1] Sune Lehmann,et al. Link communities reveal multiscale complexity in networks , 2009, Nature.
[2] J. Hopcroft,et al. Algorithm 447: efficient algorithms for graph manipulation , 1973, CACM.
[3] M. Hazewinkel. Encyclopaedia of mathematics , 1987 .
[4] Shin Ishii,et al. On-line EM Algorithm for the Normalized Gaussian Network , 2000, Neural Computation.
[5] R. Lambiotte,et al. Line graphs, link partitions, and overlapping communities. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.
[6] Mao-Bin Hu,et al. Detect overlapping and hierarchical community structure in networks , 2008, ArXiv.
[7] M E J Newman,et al. Finding and evaluating community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[8] Foster Provost,et al. A Simple Relational Classifier , 2003 .
[9] Lei Tang,et al. Large scale multi-label classification via metalabeler , 2009, WWW '09.
[10] Chih-Jen Lin,et al. LIBLINEAR: A Library for Large Linear Classification , 2008, J. Mach. Learn. Res..
[11] Jennifer Neville,et al. Leveraging relational autocorrelation with latent group models , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[12] Xiaojin Zhu,et al. --1 CONTENTS , 2006 .
[13] Huan Liu,et al. Scalable learning of collective behavior based on sparse social dimensions , 2009, CIKM.
[14] Huan Liu,et al. Community evolution in dynamic multi-mode networks , 2008, KDD.
[15] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[16] Matthew Richardson,et al. Yes, there is a correlation: - from social networks to personal behavior on the web , 2008, WWW.
[17] Alexandros Ntoulas,et al. Homophily in the Digital World: A LiveJournal Case Study , 2010, IEEE Internet Computing.
[18] Huan Liu,et al. Toward Predicting Collective Behavior via Social Dimension Extraction , 2010, IEEE Intelligent Systems.
[19] Padhraic Smyth,et al. A Spectral Clustering Approach To Finding Communities in Graph , 2005, SDM.
[20] Zoubin Ghahramani,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[21] Judith S. Donath,et al. Homophily in online dating: when do you like someone like yourself? , 2005, CHI Extended Abstracts.
[22] Paul S. Bradley,et al. Scaling Clustering Algorithms to Large Databases , 1998, KDD.
[23] T. Vicsek,et al. Uncovering the overlapping community structure of complex networks in nature and society , 2005, Nature.
[24] M. Newman,et al. Finding community structure in networks using the eigenvectors of matrices. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.
[25] Ben Taskar,et al. Introduction to statistical relational learning , 2007 .
[26] Volker Tresp,et al. Soft Clustering on Graphs , 2005, NIPS.
[27] D.M. Mount,et al. An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[28] Ruoming Jin,et al. Fast and exact out-of-core and distributed k-means clustering , 2006, Knowledge and Information Systems.
[29] Foster J. Provost,et al. Classification in Networked Data: a Toolkit and a Univariate Case Study , 2007, J. Mach. Learn. Res..
[30] Fabrizio Sebastiani,et al. Machine learning in automated text categorization , 2001, CSUR.
[31] Edoardo M. Airoldi,et al. Mixed Membership Stochastic Blockmodels , 2007, NIPS.
[32] Steve Gregory,et al. An Algorithm to Find Overlapping Community Structure in Networks , 2007, PKDD.
[33] M. Newman. Power laws, Pareto distributions and Zipf's law , 2005 .
[34] Jon Louis Bentley,et al. Multidimensional binary search trees used for associative searching , 1975, CACM.
[35] R. Z. Norman,et al. Some properties of line digraphs , 1960 .
[36] M. McPherson,et al. Birds of a Feather: Homophily in Social Networks , 2001 .
[37] Yi Liu,et al. Semi-supervised Multi-label Learning by Constrained Non-negative Matrix Factorization , 2006, AAAI.
[38] Chih-Jen Lin,et al. A Study on Threshold Selection for Multi-label Classification , 2007 .
[39] Santo Fortunato,et al. Community detection in graphs , 2009, ArXiv.
[40] Volker Tresp,et al. Nonparametric Relational Learning for Social Network Analysis , 2008 .
[41] Andrew McCallum,et al. Introduction to Statistical Relational Learning , 2007 .
[42] R. Carter. 11 – IT and society , 1991 .
[43] Huan Liu,et al. Relational learning via latent social dimensions , 2009, KDD.