Sim2vec: node similarity preserving network embedding

DOI10.1016/J.INS.2019.05.001zbMath1451.68209OpenAlexW2942962046MaRDI QIDQ2215048

Yanyan Li

Publication date: 10 December 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2019.05.001

zbMATH Keywords

deep learningnetwork embeddingautoencodersnode similarity

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Graph theory (including graph drawing) in computer science (68R10)

Related Items (2)

Deep kernel supervised hashing for node classification in structural networks ⋮ Hierarchical community structure preserving approach for network embedding

Uses Software

• darch
• word2vec
• node2vec
• GraRep
• DeepWalk
• LINE

Cites Work

• Overlapping community detection in heterogeneous social networks via the user model
• Auto-association by multilayer perceptrons and singular value decomposition
• Overlapping community detection with least replicas in complex networks
• HeteRank: a general similarity measure in heterogeneous information networks by integrating multi-type relationships
• Large-Scale Machine Learning with Stochastic Gradient Descent
• A Fast Learning Algorithm for Deep Belief Nets

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