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Node classification over bipartite graphs through projection

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Publication:2051228
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DOI10.1007/s10994-020-05898-0OpenAlexW3123775510MaRDI QIDQ2051228

David Martens, Foster Provost, Marija Stankova, Stiene Praet

Publication date: 24 November 2021

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-020-05898-0


zbMATH Keywords

bipartite graphstwo-mode networksbehavioral datanode classification


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items (1)

Imbalanced classification in sparse and large behaviour datasets


Uses Software

  • LIBLINEAR
  • NetKit
  • node2vec
  • metapath2vec
  • DeepWalk
  • LINE


Cites Work

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  • Unnamed Item
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  • Unnamed Item
  • Small worlds among interlocking directors: network structure and distance in bipartite graphs
  • Distribution-based aggregation for relational learning with identifier attributes
  • Comprehensible credit scoring models using rule extraction from support vector machines
  • Statistical Distributions
  • A Consistent Extension of Condorcet’s Election Principle




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