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 (2021): CiteScore 20.8 SJR 4.222 SNIP 3.306

Journal

Journal Metrics

Research Output

  1. 2020
  2. 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 journalpeer-review

    Scopus citations: 36
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  3. 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 journalpeer-review

    Scopus citations: 6
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  4. 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 journalpeer-review

    Scopus citations: 10
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  5. 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 journalpeer-review

    Scopus citations: 22
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  6. 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 journalpeer-review

    Scopus citations: 12
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  7. 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 journalpeer-review

    Scopus citations: 38
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  8. 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 journalpeer-review

    Scopus citations: 29
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  9. 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 journalpeer-review

    Scopus citations: 21
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  10. 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 journalpeer-review

    Scopus citations: 23
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  11. 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 journalpeer-review

    Scopus citations: 17
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  12. 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 journalpeer-review

    Scopus citations: 15
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  13. 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 journalpeer-review

    Scopus citations: 10
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  14. Published

    A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering

    Zhang, Y., Cheung, Y. & Tan, K. C., Jan 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 39-52 8671525.

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

    Scopus citations: 11
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  15. 2019
  16. Published

    Errata: Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multi-Agent Systems under Switching Topology

    Yang, R., Zhang, H., Feng, G. & Yan, H., Nov 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 11, p. 3528 8821574.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Erratumpeer-review

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  17. Published

    Event/Self-Triggered Control for Leader-Following Consensus Over Unreliable Network With DoS Attacks

    Xu, W., Ho, D. W. C., Zhong, J. & Chen, B., Oct 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 10, p. 3137-3149

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

    Scopus citations: 111
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  18. Published

    Learning Algorithm for Boltzmann Machines with Additive Weight and Bias Noise

    Sum, J. & Leung, C. A., Oct 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 10, p. 3200-3204

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

    Scopus citations: 7
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  19. Published

    A Two-Timescale Duplex Neurodynamic Approach to Biconvex Optimization

    Che, H. & Wang, J., Aug 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 8, p. 2503-2514 8594585.

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

    Scopus citations: 51
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  20. Published

    Global Synchronization of Coupled Fractional-Order Recurrent Neural Networks

    Liu, P., Zeng, Z. & Wang, J., Aug 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 8, p. 2358-2368

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

    Scopus citations: 70
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  21. Published

    Multistability of Switched Neural Networks With Piecewise Linear Activation Functions Under State-Dependent Switching

    Guo, Z., Liu, L. & Wang, J., Jul 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2052-2066

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

    Scopus citations: 34
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  22. Published

    Topic-Based Algorithm for Multilabel Learning With Missing Labels

    Ma, J. & Chow, T. W. S., Jul 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2138-2152

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

    Scopus citations: 9
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