Enhancing link prediction by exploring community membership of nodes
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Shenshen Bai | Longjie Li | Xiaoyun Chen | Rui Liu | Shiyu Fang | R. Liu | Xiaoyun Chen | Longjie Li | S. Bai | Shiyu Fang
[1] Shmuel Sattath,et al. How reliable are experimental protein-protein interaction data? , 2003, Journal of molecular biology.
[2] M. Cecchini,et al. Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease , 2016, Scientific Reports.
[3] Linyuan Lü,et al. Similarity index based on local paths for link prediction of complex networks. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.
[4] M E J Newman,et al. Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.
[5] Lada A. Adamic,et al. Friends and neighbors on the Web , 2003, Soc. Networks.
[6] W. Zachary,et al. An Information Flow Model for Conflict and Fission in Small Groups , 1977, Journal of Anthropological Research.
[7] A Díaz-Guilera,et al. Self-similar community structure in a network of human interactions. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[8] Bhaskar Biswas,et al. Community-based link prediction , 2017, Multimedia Tools and Applications.
[9] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[10] M. Newman,et al. Finding community structure in networks using the eigenvectors of matrices. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.
[11] Lada A. Adamic,et al. The political blogosphere and the 2004 U.S. election: divided they blog , 2005, LinkKDD '05.
[12] Alneu de Andrade Lopes,et al. Link Prediction in Complex Networks Based on Cluster Information , 2012, SBIA.
[13] Santo Fortunato,et al. Community detection in networks: A user guide , 2016, ArXiv.
[14] Punam Bedi,et al. Community detection in social networks , 2016, WIREs Data Mining Knowl. Discov..
[15] Tao Zhou,et al. Measuring multiple evolution mechanisms of complex networks , 2014, Scientific Reports.
[16] Steve Gregory,et al. Finding missing edges in networks based on their community structure , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.
[17] Xiao-Dong Zhang,et al. Predicting missing links in complex networks based on common neighbors and distance , 2016, Scientific Reports.
[18] M. Newman,et al. Vertex similarity in networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.
[19] D. Bu,et al. Topological structure analysis of the protein-protein interaction network in budding yeast. , 2003, Nucleic acids research.
[20] Xiaoyun Chen,et al. Effective Link Prediction Based on Community Relationship Strength , 2019, IEEE Access.
[21] Pablo M. Gleiser,et al. Community Structure in Jazz , 2003, Adv. Complex Syst..
[22] Wu He,et al. Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications , 2018, Complex..
[23] Hyeong Jun An,et al. Estimating the size of the human interactome , 2008, Proceedings of the National Academy of Sciences.
[24] Leo Katz,et al. A new status index derived from sociometric analysis , 1953 .
[25] Licheng Jiao,et al. Prediction of missing links based on multi-resolution community division , 2015 .
[26] Ling Chen,et al. A link prediction algorithm based on ant colony optimization , 2014, Applied Intelligence.
[27] A. Barabasi,et al. Hierarchical Organization of Modularity in Metabolic Networks , 2002, Science.
[28] Albert-László Barabási,et al. Statistical mechanics of complex networks , 2001, ArXiv.
[29] Mingwei Leng,et al. A divisive spectral method for network community detection , 2015, ArXiv.
[30] Linyuan Lu,et al. Link Prediction in Complex Networks: A Survey , 2010, ArXiv.
[31] V Latora,et al. Efficient behavior of small-world networks. , 2001, Physical review letters.
[32] Fang Liu,et al. Prediction of missing links based on community relevance and ruler inference , 2016, Knowl. Based Syst..
[33] Albert-László Barabási,et al. Collective credit allocation in science , 2014, Proceedings of the National Academy of Sciences.
[34] Aditya Khamparia,et al. A comprehensive survey of edge prediction in social networks: Techniques, parameters and challenges , 2019, Expert Syst. Appl..
[35] Mohammad Reza Keyvanpour,et al. A systemic analysis of link prediction in social network , 2019, Artificial Intelligence Review.
[36] Jinghua Xiao,et al. A comprehensive comparison of network similarities for link prediction and spurious link elimination , 2018 .
[37] Xiaoyun Chen,et al. Accurate similarity index based on activity and connectivity of node for link prediction , 2015 .
[38] Alexis Papadimitriou,et al. Fast and accurate link prediction in social networking systems , 2012, J. Syst. Softw..
[39] Hsinchun Chen,et al. Link prediction approach to collaborative filtering , 2005, Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '05).
[40] Timothy Ravasi,et al. From link-prediction in brain connectomes and protein interactomes to the local-community-paradigm in complex networks , 2013, Scientific Reports.
[41] Jean-Loup Guillaume,et al. Fast unfolding of communities in large networks , 2008, 0803.0476.
[42] M. Newman,et al. Finding community structure in very large networks. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.
[43] Katarzyna Musial,et al. A Community Bridge Boosting Social Network Link Prediction Model , 2017, 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).
[44] V. Latora,et al. Complex networks: Structure and dynamics , 2006 .
[45] Duncan J. Watts,et al. Collective dynamics of ‘small-world’ networks , 1998, Nature.
[46] Linyuan Lü,et al. Predicting missing links via local information , 2009, 0901.0553.
[47] M. Newman,et al. Mixing patterns in networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.
[48] Matjaz Perc,et al. Information cascades in complex networks , 2017, J. Complex Networks.
[49] Fei Tan,et al. Link Prediction in Complex Networks: A Mutual Information Perspective , 2014, PloS one.
[50] Matjaz Perc,et al. Grand Challenges in Social Physics: In Pursuit of Moral Behavior , 2018, Front. Phys..
[51] Linyuan Lu,et al. Potential Theory for Directed Networks , 2012, PloS one.
[52] Sophie Ahrens,et al. Recommender Systems , 2012 .
[53] Xiaoyun Chen,et al. Predicting Missing Links Based on a New Triangle Structure , 2018, Complex..
[54] Zhen Liu,et al. Link prediction in complex networks: A local naïve Bayes model , 2011, ArXiv.
[55] Bin Li,et al. Link prediction in complex network based on modularity , 2017, Soft Comput..
[56] M. Newman. Clustering and preferential attachment in growing networks. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.
[57] Jing Wang,et al. Link prediction with node clustering coefficient , 2015, 1510.07819.