Community Detection Centrality and Cuts

Centrality and Cuts

• Hypergraph Clustering with Categorical Edge Labels (Arxiv 2019)

  • Ilya Amburg, Nate Veldt, Austin R. Benson
  • [Paper]
  • [Julia Reference]

• Learning Resolution Parameters for Graph Clustering (WWW 2019)

  • Nate Veldt, David F. Gleich, Anthony Wirth
  • [Paper]
  • [Julia Reference]

• Parallelizing Pruning-based Graph Structural Clustering (ICPP 2018)

  • Yulin Che, Shixuan Sun, and Qiong Luo
  • [Paper]
  • [C++ Reference]

• Real-Time Community Detection in Large Social Networks on a Laptop (PLOS 2018)

  • Benjamin Paul Chamberlain, Josh Levy-Kramer, Clive Humby, and Marc Peter Deisenroth
  • [Paper]
  • [Python Reference]

• A Polynomial Algorithm for Balanced Clustering via Graph Partitioning (EJOR 2018)

  • Luis-Evaristo Caraballo, José-Miguel Díaz-Báñez, Nadine Kroher
  • [Paper]
  • [Python Reference]

• A Community Detection Algorithm Using Network Topologies and Rule-based Hierarchical Arc-merging Strategies (PLOS 2018)

  • Yu-Hsiang Fu, Chung-Yuan Huang, and Chuen-Tsai Sun
  • [Paper]
  • [Python Reference]

• Hidden Community Detection in Social Networks (Information Sciences 2018)

  • Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft
  • [Paper]
  • [Python Reference]

• Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters (KDD 2017)

  • Alessandro Epasto, Silvio Lattanzi, and Renato Paes Leme
  • [Paper]
  • [Python Reference]

• Query-oriented Graph Clustering (PAKDD 2017)

  • Li-Yen Kuo, Chung-Kuang Chou, and Ming-Syan Chen
  • [Paper]
  • [Python Reference]

• Fast Heuristic Algorithm for Multi-scale Hierarchical Community Detection (ASONAM 2017)

  • Eduar Castrillo, Elizabeth León, and Jonatan Gómez
  • [Paper]
  • [C++ Reference]

• Community Detection in Signed Networks: the Role of Negative Ties in Different Scales (Scientific Reports 2015)

  • Pouya Esmailian and Mahdi Jalili
  • [Paper]
  • [Java Reference]

• Detecting Community Structures in Social Networks by Graph Sparsification (CODS 2016)

  • Partha Basuchowdhuri, Satyaki Sikdar, Sonu Shreshtha, and Subhasis Majumder
  • [Paper]
  • [Python Reference]

• Community Detection in Complex Networks Using Density-Based Clustering Algorithm and Manifold Learning (Physica A 2016)

  • Tao Youa, Hui-Min Chenga, Yi-Zi Ninga, Ben-Chang Shiab, and Zhong-Yuan Zhang
  • [Paper]
  • [Matlab Reference]

• Smart Partitioning of Geo-Distributed Resources to Improve Cloud Network Performance (CloudNet 2015)

  • Hooman Peiro Sajjad, Fatemeh Rahimian, and Vladimir Vlassov
  • [Paper]
  • [Java Reference]

• Generalized Modularity for Community Detection (ECML 2015)

  • Mohadeseh Ganji, Abbas Seifi, Hosein Alizadeh, James Bailey, and Peter J. Stuckey
  • [Paper]
  • [Python Reference]

• General Optimization Technique for High-quality Community Detection in Complex Networks (Physical Review E 2014)

  • Stanislav Sobolevsky, Riccardo Campari, Alexander Belyi, and Carlo Ratti
  • [Paper]
  • [Python Reference]

• Online Community Detection for Large Complex Networks (IJCAI 2013)

  • Wangsheng Zhang, Gang Pan, Zhaohui Wu and Shijian Li
  • [Paper]
  • [C++ Reference]

• Agglomerative Clustering via Maximum Incremental Path Integral (Pattern Recognition 2013)

  • Wei Zhang, Deli Zhao, and Xiaogang Wang
  • [Paper]
  • [Matlab Reference]

• Graph Degree Linkage: Agglomerative Clustering on a Directed Graph (ECCV 2012)

  • Wei Zhang, Xiaogang Wang, Deli Zhao and Xiaoou Tang
  • [Paper]
  • [Matlab Reference]
  • [Python Reference]

• Weighted Graph Cuts without Eigenvectors a Multilevel Approach (IEEE TPAMI 2007)

  • Inderjit S Dhillon, Brian Kulis, and Yuqiang Guan
  • [Paper]
  • [C Reference]