IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Neural Networks and Learning Systems

ISSNs: 2162-237X, 1045-9227

Additional searchable ISSN (Electronic): 2162-2388

Institute of Electrical and Electronics Engineers Inc., United States

Scopus rating (2019): CiteScore 17.6 SJR 3.555 SNIP 3.726

Journal

Journal Metrics

Research Output

  1. 2020
  2. Online published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., 27 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  3. Online published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., 3 Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  4. Published

    Debiasing and Distributed Estimation for High-Dimensional Quantile Regression

    Zhao, W., Zhang, F. & Lian, H., Jul 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 7, p. 2569-2577 8821568.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  5. Published

    Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization

    Jia, Y., Kwong, S., Hou, J. & Wu, W., Jul 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 7, p. 2510-2521 12 p., 8820170.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  6. Online published

    Hybrid Neural Adaptive Control for Practical Tracking of Markovian Switching Networks

    Hu, B., Yu, X., Guan, Z., Kurths, J. & Chen, G., 22 Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  7. Online published

    Convolutional Neural Networks With Dynamic Regularization

    Wang, Y., Bian, Z., Hou, J. & Chau, L., 8 Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  8. Online published

    Master-Slave Synchronization of Delayed Neural Networks With Time-Varying Control

    Jia, Q., Mwanandiye, E. S. & Tang, W. K. S., 1 Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 7 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

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  9. Published

    A Limitation of Gradient Descent Learning

    Sum, J., Leung, C. & Ho, K., Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 2227-2232 8789696.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  10. Published

    Incremental Reinforcement Learning in Continuous Spaces via Policy Relaxation and Importance Weighting

    Wang, Z., Li, H. & Chen, C., Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 1870-1883 8786875.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib
  11. Published

    Two Projection Neural Networks with Reduced Model Complexity for Nonlinear Programming

    Xia, Y., Wang, J. & Guo, W., Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 2020-2029 8804389.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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  12. Published

    Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-Wise Loss

    Zhe, X., Chen, S. & Yan, H., May 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 5, p. 1681-1695 8759067.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib
  13. Published

    Neural Network-Based Information Transfer for Dynamic Optimization

    Liu, X., Zhan, Z., Gu, T., Kwong, S., Lu, Z., Duh, H. B. & Zhang, J., May 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 5, p. 1557-1570 8767010.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 3
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  14. Published

    Hybrid Classifier Ensemble for Imbalanced Data

    Yang, K., Yu, Z., Wen, X., Cao, W., Chen, C. L. P., Wong, H. & You, J., Apr 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 4, p. 1387-1400

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
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  15. Published

    Task Assignment for Multivehicle Systems Based on Collaborative Neurodynamic Optimization

    Wang, J., Wang, J. & Che, H., Apr 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 4, p. 1145-1154 8741205.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib
  16. Published

    Bipartite Differential Neural Network for Unsupervised Image Change Detection

    Liu, J., Gong, M., Qin, A. K. & Tan, K. C., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 876-890 8716679.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
    Check@CityULib
  17. Published

    Exactly Robust Kernel Principal Component Analysis

    Fan, J. & Chow, T. W. S., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 749-761

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 4
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  18. Published

    Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

    Li, H., Pan, S. J., Wang, S. & Kot, A. C., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 984-996 8725935.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 2
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  19. Published

    Trajectory Tracking on Uncertain Complex Networks via NN-Based Inverse Optimal Pinning Control

    Vega, C. J., Suarez, O. J., Sanchez, E. N., Chen, G., Elvira-Ceja, S. & Rodriguez, D., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 854-864 8703392.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib
  20. Online published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 24 Feb 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Check@CityULib
  21. Online published

    Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification

    Zhang, H., Zhang, Z., Zhao, M., Ye, Q., Zhang, M. & Wang, M., 22 Jan 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 4
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