GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
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Gong Zhang | Min Yang | Kai Lei | Bo Bai | Meng Qin | Kai Lei | Gong Zhang | B. Bai | Min Yang | Meng Qin
[1] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.
[2] Injong Rhee,et al. SLAW: A New Mobility Model for Human Walks , 2009, IEEE INFOCOM 2009.
[3] Zan Huang,et al. The Time-Series Link Prediction Problem with Applications in Communication Surveillance , 2009, INFORMS J. Comput..
[4] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[5] Sandeep Chinchali,et al. NUMFabric: Fast and Flexible Bandwidth Allocation in Datacenters , 2016, SIGCOMM.
[6] Xiaoke Ma,et al. Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability , 2017, Pattern Recognit..
[7] D. R. Kathiriya,et al. Mobility Prediction for Dynamic Location Area in Cellular Network Using Hidden Markov Model , 2015 .
[8] Lahouari Ghouti,et al. Mobility Prediction in Mobile Ad Hoc Networks Using Extreme Learning Machines , 2013, ANT/SEIT.
[9] Léon Bottou,et al. Towards Principled Methods for Training Generative Adversarial Networks , 2017, ICLR.
[10] Tamara G. Kolda,et al. Temporal Link Prediction Using Matrix and Tensor Factorizations , 2010, TKDD.
[11] Alberto Mozo,et al. Forecasting short-term data center network traffic load with convolutional neural networks , 2018, PloS one.
[12] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[13] Bo Bai,et al. Adaptive Multiple Non-negative Matrix Factorization for Temporal Link Prediction in Dynamic Networks , 2018, NetAI@SIGCOMM.
[14] Hui Li,et al. A Deep Learning Approach to Link Prediction in Dynamic Networks , 2014, SDM.
[15] Jürgen Schmidhuber,et al. Learning to Forget: Continual Prediction with LSTM , 2000, Neural Computation.
[16] Ryohei Hisano,et al. Semi-supervised Graph Embedding Approach to Dynamic Link Prediction , 2016, ArXiv.
[17] Yu Wang,et al. Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks , 2018 .
[18] Jennifer Neville,et al. Temporal-Relational Classifiers for Prediction in Evolving Domains , 2008, 2008 Eighth IEEE International Conference on Data Mining.
[19] Arvind Narayanan,et al. Multi-low-rank Approximation for Traffic Matrices , 2017, 2017 29th International Teletraffic Congress (ITC 29).
[20] Yoshua Bengio,et al. Generative Adversarial Nets , 2014, NIPS.
[21] Jon M. Kleinberg,et al. The link-prediction problem for social networks , 2007, J. Assoc. Inf. Sci. Technol..
[22] Jian Pei,et al. A Survey on Network Embedding , 2017, IEEE Transactions on Knowledge and Data Engineering.
[23] Guangzhong Sun,et al. Driving with knowledge from the physical world , 2011, KDD.
[24] Shui Yu,et al. Network Traffic Prediction Based on Deep Belief Network and Spatiotemporal Compressive Sensing in Wireless Mesh Backbone Networks , 2018, Wirel. Commun. Mob. Comput..
[25] Kevin C. Almeroth,et al. Routing Stability in Static Wireless Mesh Networks , 2007, PAM.
[26] Léon Bottou,et al. Wasserstein GAN , 2017, ArXiv.