IEEE Transactions on Neural Networks and Learning Systems, 2162-237X

Journal

Publications

  1. 2020
  2. E-pub ahead of print
  3. Published

    Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions

    Yunwen Lei, 1 Oct 2020, In: IEEE Transactions on Neural Networks and Learning Systems. p. 4394-4400 7 p.

    Research output: Contribution to journalArticlepeer-review

  4. Accepted/In press
  5. 2018
  6. Published

    A Systematic Study of Online Class Imbalance Learning With Concept Drift

    Shuo Wang, Leandro Minku & Xin Yao, Oct 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 4802-4821 20 p.

    Research output: Contribution to journalArticlepeer-review

  7. 2016
  8. Published

    Oversampling the minority class in the feature space

    Peter Tino, Sep 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 9, p. 1947-1961 15 p.

    Research output: Contribution to journalArticlepeer-review

  9. 2014
  10. Published
  11. Published

    Learning in the model space for cognitive fault diagnosis

    Huanhuan Chen, Peter Tino & Xin Yao, 1 Jan 2014, In: IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 124-136 13 p., 6515601.

    Research output: Contribution to journalArticlepeer-review

  12. 2013
  13. Published

    Incorporating privileged information through metric learning

    Shereen Fouad, Peter Tino, Somak Raychaudhury & Petra Schneider, 2013, In: IEEE Transactions on Neural Networks and Learning Systems. 24, 7, p. 1086-1098 13 p., 6488857.

    Research output: Contribution to journalArticlepeer-review