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 (2020), Scopus (2020), Scopus (2020), Scopus (2020), Scopus rating (2020): CiteScore 18.4

Journal

Journal Metrics

Research Output

  1. 2020
  2. Published

    Asymptotic and Finite-Time Cluster Synchronization of Coupled Fractional-Order Neural Networks with Time Delay

    Liu, P., Zeng, Z. & Wang, J., Nov 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4956-4967 8961184.

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

    Scopus citations: 3
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  3. Published

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

    Zhang, H., Zhang, Z., Zhao, M., Ye, Q., Zhang, M. & Wang, M., Nov 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4538-4552

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

    Scopus citations: 5
    Check@CityULib
  4. Online published

    Semisupervised Classification With Novel Graph Construction for High-Dimensional Data

    Yu, Z., Ye, F., Yang, K., Cao, W., Chen, C. L. P., Cheng, L., You, J. & 1 others, Wong, H., 13 Oct 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

    Check@CityULib
  5. Published

    A Deterministic Annealing Neural Network Algorithm for the Minimum Concave Cost Transportation Problem

    Wu, Z., Karimi, H. R. & Dang, C., Oct 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 10, p. 4354-4366 8936853.

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

    Scopus citations: 14
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  6. Published

    Bayes Imbalance Impact Index: A Measure of Class Imbalanced Data Set for Classification Problem

    Lu, Y., Cheung, Y. & Tang, Y. Y., Sep 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 9, p. 3525-3539

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

    Check@CityULib
  7. 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 journalpeer-review

    Check@CityULib
  8. 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 journalpeer-review

    Check@CityULib
  9. Published

    Adaptive Chunk-Based Dynamic Weighted Majority for Imbalanced Data Streams With Concept Drift

    Lu, Y., Cheung, Y. & Tang, Y. Y., Aug 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 8, p. 2764-2778

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

    Scopus citations: 2
    Check@CityULib
  10. 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 journalpeer-review

    Scopus citations: 1
    Check@CityULib
  11. 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: 1
    Check@CityULib
  12. 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 journalpeer-review

    Check@CityULib
  13. 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 journalpeer-review

    Check@CityULib
  14. 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 journalpeer-review

    Check@CityULib
  15. 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: 2
    Check@CityULib
  16. 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: 2
    Check@CityULib
  17. 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: 3
    Check@CityULib
  18. 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

    Check@CityULib
  19. 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: 9
    Check@CityULib
  20. 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: 3
    Check@CityULib
  21. 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

    Check@CityULib
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