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
Research Output
- 2020
- 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. 5575-5587Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24 - 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 - Publication in refereed journal › peer-review
Scopus citations: 104 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. 4842-4856Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 63- 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. 4538-4552Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 30 - 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 - Publication in refereed journal › peer-review
Scopus citations: 46 - 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. 3525-3539Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 57 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 100- 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. 2764-2778Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 66 - 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 - Publication in refereed journal › peer-review
Scopus citations: 21 - 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 - Publication in refereed journal › peer-review
Scopus citations: 68 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 31 - 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 - Publication in refereed journal › peer-review
Scopus citations: 39 - 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 - Publication in refereed journal › peer-review
Scopus citations: 31 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 90 - 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. 1387-1400Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 91 - 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 - Publication in refereed journal › peer-review
Scopus citations: 40 - 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 - Publication in refereed journal › peer-review
Scopus citations: 38 - 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. 749-761Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 47 - 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 - Publication in refereed journal › peer-review
Scopus citations: 33
