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Michalis Vazirgiannis | Giannis Nikolentzos | Polykarpos Meladianos | Antoine Jean-Pierre Tixier | M. Vazirgiannis | Giannis Nikolentzos | A. Tixier | Polykarpos Meladianos
[1] Kathryn B. Laskey,et al. Stochastic blockmodels: First steps , 1983 .
[2] Thomas Gärtner,et al. On Graph Kernels: Hardness Results and Efficient Alternatives , 2003, COLT.
[3] David Hinkley,et al. Bootstrap Methods: Another Look at the Jackknife , 2008 .
[4] Joan Bruna,et al. Spectral Networks and Locally Connected Networks on Graphs , 2013, ICLR.
[5] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.
[6] Martín Abadi,et al. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems , 2016, ArXiv.
[7] Hans-Peter Kriegel,et al. Graph Kernels For Disease Outcome Prediction From Protein-Protein Interaction Networks , 2006, Pacific Symposium on Biocomputing.
[8] Gábor Csárdi,et al. The igraph software package for complex network research , 2006 .
[9] Pinar Yanardag,et al. Deep Graph Kernels , 2015, KDD.
[10] Upmanu Lall,et al. Streamflow simulation: A nonparametric approach , 1997 .
[11] Mathias Niepert,et al. Learning Convolutional Neural Networks for Graphs , 2016, ICML.
[12] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.
[13] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[14] O. Sporns,et al. Complex brain networks: graph theoretical analysis of structural and functional systems , 2009, Nature Reviews Neuroscience.
[15] Rada Mihalcea,et al. TextRank: Bringing Order into Text , 2004, EMNLP.
[16] Xiangnan He,et al. Attributed Social Network Embedding , 2017, IEEE Transactions on Knowledge and Data Engineering.
[17] Xavier Bresson,et al. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering , 2016, NIPS.
[18] Samy Bengio,et al. Show and tell: A neural image caption generator , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[19] L. Bottou,et al. 1 Support Vector Machine Solvers , 2007 .
[20] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..
[21] David G. Tarboton,et al. A Nonparametric Wet/Dry Spell Model for Resampling Daily Precipitation , 1996 .
[22] Matthew R. Hallowell,et al. Construction Safety Risk Modeling and Simulation , 2016, Risk analysis : an official publication of the Society for Risk Analysis.
[23] Deli Zhao,et al. Network Representation Learning with Rich Text Information , 2015, IJCAI.
[24] Kurt Mehlhorn,et al. Efficient graphlet kernels for large graph comparison , 2009, AISTATS.
[25] C. D. Kemp,et al. Density Estimation for Statistics and Data Analysis , 1987 .
[26] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[27] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[28] Albert-László Barabási,et al. Evolution of Networks: From Biological Nets to the Internet and WWW , 2004 .
[29] Albert,et al. Emergence of scaling in random networks , 1999, Science.
[30] Vincent Gripon,et al. Generalizing the Convolution Operator to Extend CNNs to Irregular Domains , 2016, ArXiv.
[31] Jure Leskovec,et al. node2vec: Scalable Feature Learning for Networks , 2016, KDD.
[32] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[33] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[34] Kilian Q. Weinberger,et al. Densely Connected Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[35] Lev Muchnik,et al. Identifying influential spreaders in complex networks , 2010, 1001.5285.
[36] Hans-Peter Kriegel,et al. Shortest-path kernels on graphs , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[37] David G. Tarboton,et al. Multivariate nonparametric resampling scheme for generation of daily weather variables , 1997 .
[38] Rajeev Motwani,et al. The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.
[39] Kurt Mehlhorn,et al. Weisfeiler-Lehman Graph Kernels , 2011, J. Mach. Learn. Res..
[40] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[41] Hans-Peter Kriegel,et al. Protein function prediction via graph kernels , 2005, ISMB.
[42] W. Tobler. A Computer Movie Simulating Urban Growth in the Detroit Region , 1970 .
[43] Ruslan Salakhutdinov,et al. Revisiting Semi-Supervised Learning with Graph Embeddings , 2016, ICML.
[44] B. Silverman. Density estimation for statistics and data analysis , 1986 .
[45] Michalis Vazirgiannis,et al. Matching Node Embeddings for Graph Similarity , 2017, AAAI.
[46] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.