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. 2023
  2. Accepted/In press/Filed

    Deep into The Domain Shift: Transfer Learning through Dependence Regularization

    Ma, S., Yuan, Z., Wu, Q., Huang, Y., Hu, X., Leung, C. H., Wang, D., & 1 othersHuang, Z., 17 May 2023, (Accepted/In press/Filed) 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

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  3. Published

    Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks

    Li, J., Zhan, Z., Xu, J., Kwong, S. & Zhang, J., May 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 5, p. 2338-2352

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

    Scopus citations: 10
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  4. Online published

    Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems

    Feng, Y., Wang, Y., Mo, Y., Jiang, Y., Liu, Z., He, W. & Li, H., 10 Apr 2023, (Online published) 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

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  5. Published

    Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning

    Zhang, Z., Liu, H., Zhou, M. & Wang, J., Apr 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 4, p. 2119-2132

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

    Scopus citations: 25
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  6. Online published

    Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering

    Liu, C., Li, R., Wu, S., Che, H., Jiang, D., Yu, Z. & Wong, H., 3 Mar 2023, (Online published) 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

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  7. Published

    Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

    Lan, H., Liu, Z., Hsiao, J. H., Yu, D. & Chan, A. B., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1537-1551 15 p.

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

    Scopus citations: 3
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  8. Published

    Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control

    Du, S., Xu, W., Qiao, J. & Ho, D. W. C., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1169-1178

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

    Scopus citations: 5
    Check@CityULib
  9. Online published

    A Collaborative Neurodynamic Optimization Approach to Distributed Chiller Loading

    Chen, Z., Wang, J. & Han, Q., 24 Feb 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 11 p.

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

    Check@CityULib
  10. Published

    Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data

    Liu, R., Huang, Z., Hu, Y., Zhu, Z., Wong, K. & Tan, K. C., 18 Feb 2023, 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
  11. Online published

    Disentangled Feature Representation for Few-Shot Image Classification

    Cheng, H., Wang, Y., Li, H., Kot, A. C. & Wen, B., 16 Feb 2023, (Online published) 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
  12. Online published

    Robust Tensor Completion via Capped Frobenius Norm

    Li, X., Wang, Z., Shi, Z., So, H. C. & Sidiropoulos , N. D., 23 Jan 2023, (Online published) 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

    A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions

    Zheng, Z. & Zhang, Z., 9 Jan 2023, (Online published) 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

    Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image

    Cong, R., Huang, K., Lei, J., Zhao, Y., Huang, Q. & Kwong, S., 9 Jan 2023, (Online published) 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

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  15. 2022
  16. Online published

    Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., 5 Dec 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

    Check@CityULib
  17. Online published

    Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI

    Huang, Z., Liu, R., Zhu, Z. & Tan, K. C., 2 Dec 2022, (Online published) 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
  18. Online published

    Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI

    Liu, R., Huang, Z., Hu, Y., Zhu, Z., Wong, K. & Tan, K. C., 14 Nov 2022, (Online published) 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
  19. Online published

    Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment

    Feng, F., Hou, L., She, Q., Chan, R. H. M. & Kwok, J. T., 7 Nov 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

    Check@CityULib
  20. Published

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

    Guo, Z., Ou, S. & Wang, J., Nov 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 11, p. 6569-6583

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

    Scopus citations: 6
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  21. Online published

    Supervised Feature Selection via Collaborative Neurodynamic Optimization

    Wang, Y., Wang, J. & Pal, N. R., 28 Oct 2022, (Online published) 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

    Scopus citations: 1
    Check@CityULib
  22. Online published

    LFT: Neural Ordinary Differential Equations With Learnable Final-Time

    Pang, D., Le, X., Guan, X. & Wang, J., 25 Oct 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 10 p.

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

    Check@CityULib
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