IEEE Transactions on Knowledge and Data Engineering, 1041-4347

Journal

Publications

  1. 2020
  2. Accepted/In press

    GloDyNE: Global Topology Preserving Dynamic Network Embedding

    Shan He, 2020, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering.

    Research output: Contribution to journalArticlepeer-review

  3. 2016
  4. Published

    Online ensemble learning of data streams with gradually evolved classes

    Leandro Minku, Shuo Wang & Xin Yao, 1 Jun 2016, In: IEEE Transactions on Knowledge and Data Engineering. 28, 6, p. 1532-1545

    Research output: Contribution to journalArticlepeer-review

  5. 2015
  6. Published

    Graph-based approaches for over-sampling in the context of ordinal regression

    Xin Yao, 1 May 2015, In: IEEE Transactions on Knowledge and Data Engineering. 27, 5, p. 1233-1245 13 p., 6940273.

    Research output: Contribution to journalArticlepeer-review

  7. Published

    Resampling-based ensemble methods for online class imbalance learning

    Shuo Wang, Leandro Minku & Xin Yao, 1 May 2015, In: IEEE Transactions on Knowledge and Data Engineering. 27, 5, p. 1356 - 1368

    Research output: Contribution to journalArticlepeer-review

  8. 2014
  9. Published

    MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

    Xin Yao, 1 Feb 2014, In: IEEE Transactions on Knowledge and Data Engineering. 26, 2, p. 405-425

    Research output: Contribution to journalArticlepeer-review

  10. 2012
  11. Published

    DDD: a new ensemble approach for dealing with concept drift

    Leandro Minku & Xin Yao, 1 Apr 2012, In: IEEE Transactions on Knowledge and Data Engineering. 24, 4, p. 619-633 15 p.

    Research output: Contribution to journalArticle

  12. 2011
  13. Published
  14. 2010
  15. Published
  16. Published
  17. 2009
  18. Published

    Predictive Ensemble Pruning by Expectation Propagation

    Huanhuan Chen, Peter Tino & Xin Yao, 1 Jul 2009, In: IEEE Transactions on Knowledge and Data Engineering. 21, 7, p. 999-1013 15 p.

    Research output: Contribution to journalArticle

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