Temporal Link Prediction Using Matrix and Tensor Factorizations
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[1] Leo Katz,et al. A new status index derived from sociometric analysis , 1953 .
[2] L. Tucker,et al. Some mathematical notes on three-mode factor analysis , 1966, Psychometrika.
[3] J. Chang,et al. Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition , 1970 .
[4] Richard A. Harshman,et al. Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis , 1970 .
[5] S. T. Dumais,et al. Using latent semantic analysis to improve access to textual information , 1988, CHI '88.
[6] Chris Chatfield,et al. Holt‐Winters Forecasting: Some Practical Issues , 1988 .
[7] J. Kruskal. Rank, decomposition, and uniqueness for 3-way and n -way arrays , 1989 .
[8] Spyros Makridakis,et al. The M3-Competition: results, conclusions and implications , 2000 .
[9] D. Sorensen. Numerical methods for large eigenvalue problems , 2002, Acta Numerica.
[10] Alexander J. Smola,et al. Kernels and Regularization on Graphs , 2003, COLT.
[11] Tamara G. Kolda,et al. Higher-order Web link analysis using multilinear algebra , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[12] Debapriyo Majumdar,et al. Why spectral retrieval works , 2005, SIGIR '05.
[13] Lise Getoor,et al. Link mining: a survey , 2005, SKDD.
[14] 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).
[15] David D. Jensen,et al. The case for anomalous link discovery , 2005, SKDD.
[16] Mohammad Al Hasan,et al. Link prediction using supervised learning , 2006 .
[17] Paul Lukowicz,et al. Dealing with Class Skew in Context Recognition , 2006, 26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06).
[18] Bülent Yener,et al. Collective Sampling and Analysis of High Order Tensors for Chatroom Communications , 2006, ISI.
[19] E. S. Gardner. EXPONENTIAL SMOOTHING: THE STATE OF THE ART, PART II , 2006 .
[20] Purnamrita Sarkar,et al. A Latent Space Approach to Dynamic Embedding of Co-occurrence Data , 2007, AISTATS.
[21] Tamara G. Kolda,et al. Efficient MATLAB Computations with Sparse and Factored Tensors , 2007, SIAM J. Sci. Comput..
[22] Srinivasan Parthasarathy,et al. Local Probabilistic Models for Link Prediction , 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).
[23] Yan Liu,et al. Predicting who rated what in large-scale datasets , 2007, SKDD.
[24] Jon M. Kleinberg,et al. The link-prediction problem for social networks , 2007, J. Assoc. Inf. Sci. Technol..
[25] David Liben-Nowell,et al. The link-prediction problem for social networks , 2007 .
[26] Yehuda Koren,et al. Lessons from the Netflix prize challenge , 2007, SKDD.
[27] Jiawei Han,et al. ACM Transactions on Knowledge Discovery from Data: Introduction , 2007 .
[28] M. Newman,et al. Hierarchical structure and the prediction of missing links in networks , 2008, Nature.
[29] Jennifer Neville,et al. Temporal-Relational Classifiers for Prediction in Evolving Domains , 2008, 2008 Eighth IEEE International Conference on Data Mining.
[30] Farshad Fotouhi,et al. Augmenting the power of LSI in text retrieval: Singular value rescaling , 2008, Data Knowl. Eng..
[31] Philip S. Yu,et al. Proximity Tracking on Time-Evolving Bipartite Graphs , 2008, SDM.
[32] Michael W. Berry,et al. Discussion Tracking in Enron Email using PARAFAC. , 2008 .
[33] Tamara G. Kolda,et al. Link Prediction on Evolving Data Using Matrix and Tensor Factorizations , 2009, 2009 IEEE International Conference on Data Mining Workshops.
[34] Bülent Yener,et al. Unsupervised Multiway Data Analysis: A Literature Survey , 2009, IEEE Transactions on Knowledge and Data Engineering.
[35] Daniel M. Dunlavy,et al. An Optimization Approach for Fitting Canonical Tensor Decompositions. , 2009 .
[36] Tamara G. Kolda,et al. Tensor Decompositions and Applications , 2009, SIAM Rev..
[37] Yehuda Koren,et al. Collaborative filtering with temporal dynamics , 2009, KDD.
[38] Yehuda Koren,et al. Matrix Factorization Techniques for Recommender Systems , 2009, Computer.
[39] Zan Huang,et al. The Time-Series Link Prediction Problem with Applications in Communication Surveillance , 2009, INFORMS J. Comput..
[40] Jimeng Sun,et al. MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis , 2009, SDM.
[41] Xi Chen,et al. Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization , 2010, SDM.
[42] Daniel M. Dunlavy,et al. A scalable optimization approach for fitting canonical tensor decompositions , 2011 .