World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
30
Citations
6458
World Ranking
13881
National Ranking
1681

Best Publications

  • On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.

    Chris H. Q. Ding;Xiaofeng He

  • Spectral Relaxation for K-means Clustering

    Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  • PageRank: HITS and a Unified Framework for Link Analysis.

    Chris H. Q. Ding;Xiaofeng He;Parry Husbands;Hongyuan Zha

  • Bipartite graph partitioning and data clustering

    Hongyuan Zha;Xiaofeng He;Chris Ding;Horst Simon

  • PageRank, HITS and a unified framework for link analysis

    Chris Ding;Xiaofeng He;Parry Husbands;Hongyuan Zha

  • Cluster merging and splitting in hierarchical clustering algorithms

    Unknown

  • Link Analysis: Hubs and Authorities on the World Wide Web ∗

    Chris H. Q. Ding;Hongyuan Zha;Xiaofeng He;Parry Husbands

  • K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization

    Chris Ding;Xiaofeng He

  • On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering

    Chris Ding;Xiaofeng He;Horst D. Simon;Rong Jin

  • Linearized cluster assignment via spectral ordering

    Chris Ding;Xiaofeng He

  • Automatic topic identification using webpage clustering

    Xiaofeng He;C.H.Q. Ding;Hongyuan Zha;H.D. Simon

  • Adaptive dimension reduction for clustering high dimensional data

    Chris Ding;Xiaofeng He;Hongyuan Zha;Horst Simon

  • Identification of functional modules in protein complexes via hyperclique pattern discovery.

    Hui Xiong;Xiaofeng He;Chris H. Q. Ding;Ya Zhang;Ya Zhang

  • Spectral min-max cut for graph partitioning and data clustering

    Chris Ding;Xiaofeng He;Hongyuan Zha;Ming Gu

  • Distributed Data Stream Clustering: A Fast EM-based Approach

    Aoying Zhou;Feng Cao;Ying Yan;Chaofeng Sha

  • Knowledge Engineering with Big Data

    Xindong Wu;Huanhuan Chen;Gongqing Wu;Jun Liu

  • Bipartite graph partitioning and data clustering

    Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  • Bipartite graph partitioning and data clustering

    Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  • A spectral method to separate disconnected and nearly-disconnected web graph components

    Chris H. Q. Ding;Xiaofeng He;Hongyuan Zha

  • Cluster structure of K-means clustering via principal component analysis

    Chris H. Q. Ding;Xiaofeng He

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