Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning
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Jingyi Wang | Jianwen Feng | Chen Xu | Jiqiang Feng | Guangfu Chen | Jiqiang Feng | Jianwen Feng | Chen Xu | Jingyi Wang | Guangfu Chen
[1] Yu Wang,et al. Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks , 2018 .
[2] Pengfei Jiao,et al. A perturbation-based framework for link prediction via non-negative matrix factorization , 2016, Scientific Reports.
[3] Feiping Nie,et al. Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.
[4] Tao Zhou,et al. Predicting missing links and identifying spurious links via likelihood analysis , 2016, Scientific Reports.
[5] Leo Katz,et al. A new status index derived from sociometric analysis , 1953 .
[6] Thomas L. Griffiths,et al. Nonparametric Latent Feature Models for Link Prediction , 2009, NIPS.
[7] Thomas S. Huang,et al. Graph Regularized Nonnegative Matrix Factorization for Data Representation. , 2011, IEEE transactions on pattern analysis and machine intelligence.
[8] 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.
[9] Hisashi Kashima,et al. A Parameterized Probabilistic Model of Network Evolution for Supervised Link Prediction , 2006, Sixth International Conference on Data Mining (ICDM'06).
[10] Xiaoke Ma,et al. Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability , 2017, Pattern Recognit..
[11] M. Newman,et al. Vertex similarity in networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.
[12] Chris H. Q. Ding,et al. Robust nonnegative matrix factorization using L21-norm , 2011, CIKM '11.
[13] Lada A. Adamic,et al. Friends and neighbors on the Web , 2003, Soc. Networks.
[14] Ludovic Denoyer,et al. Temporal link prediction by integrating content and structure information , 2011, CIKM '11.
[15] Pengfei Jiao,et al. Link predication based on matrix factorization by fusion of multi class organizations of the network , 2017, Scientific Reports.
[16] Wei Yu,et al. Kernel framework based on non-negative matrix factorization for networks reconstruction and link prediction , 2017, Knowl. Based Syst..
[17] Chris H. Q. Ding,et al. R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization , 2006, ICML.
[18] M. Newman,et al. Hierarchical structure and the prediction of missing links in networks , 2008, Nature.
[19] Jun Zhu,et al. Max-Margin Nonparametric Latent Feature Models for Link Prediction , 2012, ICML.
[20] Jiye Liang,et al. A fusion probability matrix factorization framework for link prediction , 2018, Knowl. Based Syst..
[21] Chuang Liu,et al. Multi-linear interactive matrix factorization , 2014, Knowl. Based Syst..
[22] Linyuan Lü,et al. Predicting missing links via local information , 2009, 0901.0553.
[23] Roger Guimerà,et al. Missing and spurious interactions and the reconstruction of complex networks , 2009, Proceedings of the National Academy of Sciences.
[24] Fanghua Ye,et al. Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection , 2018, CIKM.
[25] M. Newman. Clustering and preferential attachment in growing networks. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.
[26] Bin Li,et al. Link prediction in multi-relational networks based on relational similarity , 2017, Inf. Sci..
[27] Fuguo Zhang,et al. Improving information filtering via network manipulation , 2012, ArXiv.
[28] Pasquale De Meo,et al. Mixing local and global information for community detection in large networks , 2013, J. Comput. Syst. Sci..
[29] Wei Chu,et al. Stochastic Relational Models for Discriminative Link Prediction , 2006, NIPS.
[30] Bin Li,et al. DeepEye: Link prediction in dynamic networks based on non-negative matrix factorization , 2018, Big Data Min. Anal..
[31] Linyuan Lu,et al. Link Prediction in Complex Networks: A Survey , 2010, ArXiv.
[32] Charles Elkan,et al. Link Prediction via Matrix Factorization , 2011, ECML/PKDD.
[33] Zhongfei Zhang,et al. Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs , 2015, SDM.
[34] Nicola Parolini,et al. Link Prediction in Criminal Networks: A Tool for Criminal Intelligence Analysis , 2016, PloS one.
[35] Jonathan L. Herlocker,et al. Evaluating collaborative filtering recommender systems , 2004, TOIS.
[36] H. Sebastian Seung,et al. Algorithms for Non-negative Matrix Factorization , 2000, NIPS.
[37] Futian Wang,et al. Measuring the robustness of link prediction algorithms under noisy environment , 2016, Scientific Reports.
[38] David Liben-Nowell,et al. The link-prediction problem for social networks , 2007 .
[39] J. Hanley,et al. The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.