Dynamic Node Embeddings from Edge Streams

作者: Nesreen K. Ahmed , Sungchul Kim , John Boaz Lee , Giang Nguyen , Eunyee Koh

DOI:

关键词:

摘要: … of embeddings called continuous-time dynamic network … class of continuous-time dynamic network embedding methods … walks for embeddings as well as CTDN embeddings that use …

参考文章(95)
Rémy Cazabet, Giulio Rossetti, Frédéric Amblard, Dynamic Community Detection Encyclopedia of Social Network Analysis and Mining. 2nd Ed.. pp. 404- 414 ,(2014) , 10.1007/978-1-4614-7163-9_383-1
Nicol N. Schraudolph, Simon Günter, Jin Yu, A stochastic quasi-Newton method for online convex optimization international conference on artificial intelligence and statistics. pp. 436- 443 ,(2007)
Jean-Louis Lassez, Ryan Rossi, Kumar Jeev, Ranking Links on the Web: Search and Surf Engines international conference industrial engineering other applications applied intelligent systems. pp. 199- 208 ,(2008) , 10.1007/978-3-540-69052-8_21
R. A. Rossi, L. K. McDowell, D. W. Aha, J. Neville, Transforming graph data for statistical relational learning Journal of Artificial Intelligence Research. ,vol. 45, pp. 363- 441 ,(2012) , 10.1613/JAIR.3659
Tomas Mikolov, Greg S. Corrado, Kai Chen, Jeffrey Dean, Efficient Estimation of Word Representations in Vector Space international conference on learning representations. ,(2013)
Rajeev Motwani, Terry Winograd, Lawrence Page, Sergey Brin, The PageRank Citation Ranking : Bringing Order to the Web the web conference. ,vol. 98, pp. 161- 172 ,(1999)
N. Tremblay, M. Florian, Temporal shortest paths: Parallel computing implementations parallel computing. ,vol. 27, pp. 1569- 1609 ,(2001) , 10.1016/S0167-8191(01)00107-7
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson, Modeling dynamic behavior in large evolving graphs Proceedings of the sixth ACM international conference on Web search and data mining - WSDM '13. pp. 667- 676 ,(2013) , 10.1145/2433396.2433479
Joshua O'Madadhain, Jon Hutchins, Padhraic Smyth, Prediction and ranking algorithms for event-based network data Sigkdd Explorations. ,vol. 7, pp. 23- 30 ,(2005) , 10.1145/1117454.1117458
B. BUI XUAN, A. FERREIRA, A. JARRY, COMPUTING SHORTEST, FASTEST, AND FOREMOST JOURNEYS IN DYNAMIC NETWORKS International Journal of Foundations of Computer Science. ,vol. 14, pp. 267- 285 ,(2003) , 10.1142/S0129054103001728