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 (2023): CiteScore 23.8 SJR 4.17 SNIP 3.995

Journal

Journal Metrics

Research Output

  1. 2021
  2. Published

    Multiple and Complete Stability of Recurrent Neural Networks with Sinusoidal Activation Function

    Liu, P., Wang, J. & Guo, Z., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 229-240 9042887.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 34
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  3. 2020
  4. Published

    Learning Multiple Parameters for Kernel Collaborative Representation Classification

    Liu, J., Wu, Z., Xiao, L. & Yan, H., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5068-5078

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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  5. Published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 24
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  6. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 107
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  7. Discriminative transfer feature and label consistency for cross-domain image classification

    Li, S., Liu, C. H., Su, L., Xie, B., Ding, Z., Chen, C. L. P. & Wu, D., Nov 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4842-4856

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 64
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  8. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 30
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  9. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 47
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  10. Published

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

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 60
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  11. Guide Subspace Learning for Unsupervised Domain Adaptation

    Zhang, L., Fu, J., Wang, S., Zhang, D., Dong, Z. & Philip Chen, C. L., Sept 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 9, p. 3374-3388 8890009.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 103
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  12. Published

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

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 66
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  13. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 21
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  14. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 69
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  15. Published

    A Limitation of Gradient Descent Learning

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 12
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  16. Published

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

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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  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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 40
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  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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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  19. Published

    Neural Network-Based Information Transfer for Dynamic Optimization

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 90
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  20. Published

    Hybrid Classifier Ensemble for Imbalanced Data

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 95
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  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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 40
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  22. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 39
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