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Others

  • A Novel Density-based Clustering Algorithm Using Nearest Neighbor Graph (Pattern Recognition 2020)

  • An Evolutionary Multiobjective Optimization Based Fuzzy Method for Overlapping Community Detection (IEEE Transactions on Fuzzy Systems 2019)

  • Correlation Clustering with Same-Cluster Queries Bounded by Optimal Cost (European Symposium on Algorithms 2019)

  • Parallel Conical Area Community Detection Using Evolutionary Multi-Objective Optimization (MDPI Processes 2019)

    • Weiqin Ying, Hassan Jalil, Bingshen Wu, Yu Wu, Zhenyu Ying, Yucheng Luo, and ZhenYu Wang
    • [Paper]
    • [C++ Reference]

  • Ensemble Clustering for Graphs: Comparisons and Applications (Applied Network Science 2019)

  • CutESC: Cutting Edge Spatial Clustering Technique based on Proximity Graphs (Knowledge-Based Systems 2019)

  • A Study of Graph-based System for Multi-view Clustering (Knowledge-Based Systems 2019)

  • Learning Resolution Parameters for Graph Clustering (WWW 2019)

  • Multiview Consensus Graph Clustering (IEEE TIP 2019)

  • CutESC: Cutting Edge Spatial Clustering Technique based on Proximity Graphs (Knowledge-Based Systems 2019)

  • Evaluating Overfit and Underfit in Models of Network Community Structure (Arxiv 2018)

  • Memetic Graph Clustering (Symposium on Experimental Algorithms 2018)

  • Clubmark - Bench bencmarking Framework for the Clustering Algorithms Evaluation (ICDM 2018)

  • The Difference Between Optimal and Germane Communities (Social Network Analysis and Mining 2018)

  • Discovering Fuzzy Structural Patterns for Graph Analytics (IEEE TFS 2018)

  • Wiring Together Large Single-Cell RNA-Seq Sample Collections (biorxiv 2018)

    • Nikolas Barkas, Viktor Petukhov, Daria Nikolaeva, Yaroslav Lozinsky, Samuel Demharter, Konstantin Khodosevich, Peter V. Kharchenko
    • [Paper]
    • [C++]

  • Watset: Automatic Induction of Synsets for a Graph of Synonyms (ACL 2017)

  • An Overlapping Community Detection Algorithm Based on Density Peaks (NeuroComputing 2017)

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

  • Time Series Clustering via Community Detection in Networks (Information Sciences 2016)

  • Community-based Outlier Detection for Edge-attributed Graphs (Arxiv 2016)

  • Community Detection in Multi-Partite Multi-Relational Networks Based on Information Compression (New Generation Computing 2016)

  • Integration of Graph Clustering with Ant Colony Optimization for Feature Selection (Knowledge-Based Systems 2015)

  • Greedy Discrete Particle Swarm Optimization for Large-Scale Social Network Clustering (Information Sciences 2015)

  • Community Detection via Maximization of Modularity and Its Variants (IEEE TCSS 2014)

  • A Smart Local Moving Algorithm for Large-Scale Modularity-Based Community Detection (The European Physical Journal B 2013)

  • Bayesian Hierarchical Community Discovery (NIPS 2013)

  • Efficient Discovery of Overlapping Communities in Massive Networks (PNAS 2013)

  • Complex Network Clustering by Multiobjective Discrete Particle Swarm Optimization Based on Decomposition (IEEE Trans. Evolutionary Computation 2013)

  • An Efficient and Principled Method for Detecting Communities in Networks (Physical Review E 2011)