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Stacked Ensemble Deep Random Vector Functional Link Network With Residual Learning for Medium-Scale Time-Series Forecasting IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-11 Ruobin Gao, Minghui Hu, Ruilin Li, Xuewen Luo, Ponnuthurai Nagaratnam Suganthan, M. Tanveer
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Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-11 Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Zhi Zhang, Boyu Kuang, Anmin Fu
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FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NER IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-10 Tianwei Yan, Shan Zhao, Wentao Ma, Shezheng Song, Chengyu Wang, Zhibo Rao, Shizhao Chen, Zhigang Luo, Xinwang Liu
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Persistent Excitation of Improved RBF Neural Networks: Neuron Dynamic-Growing Strategy IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-10 Min Wang, Mingyu Wang, Chenguang Yang
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Hierarchical AttentionShift for Pointly Supervised Instance Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-10 Mingxiang Liao, Fang Wan, Zonghao Guo, Qixiang Ye
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IEEE Transactions on Neural Networks and Learning Systems Publication Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-06
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IEEE Transactions on Neural Networks and Learning Systems Information for Authors IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-06
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Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-06 Badong Chen, Shujian Yu, Robert Jenssen, Jose C. Principe, Klaus-Robert Müller
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-06
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Extended Invariant Risk Minimization for Machine Fault Diagnosis With Label Noise and Data Shift IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-05 Zhenling Mo, Zijun Zhang, Qiang Miao, Kwok-Leung Tsui
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Interpretable Optimization-Inspired Deep Network for Off-Grid Frequency Estimation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-05 Pingping Pan, Yunjian Zhang, You Li, Yishan Ye, Wei He, Yutao Zhu, Renzhong Guo
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Deep Graph Multi-View Representation Learning With Self-Augmented View Fusion IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-04 Ziheng Jiao, Hongyuan Zhang, Xuelong Li
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Weighted Contrastive Learning With Hard Negative Mining for Positive and Unlabeled Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-04 Botai Yuan, Chen Gong, Dacheng Tao, Jie Yang
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Boosting Temporal Graph Learning From Perspectives of Global and Local Structures IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-03 Fengyi Wang, Guanghui Zhu, Hongqing Ding, Pengfei Zhang, Chunfeng Yuan, Yihua Huang
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Double-Graph Representation With Relational Enhancement for Emotion–Cause Pair Extraction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-02-03 Ming Zhang, Zhe Chen, Vasile Palade, Tao Lu, Liya Wang, Junchi Zhang, Yanduo Zhang
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Contrastive Ensemble Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-31 Man-Sheng Chen, Jia-Qi Lin, Chang-Dong Wang, Dong Huang, Jian-Huang Lai
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Data Cleansing for GANs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-29 Naoyuki Terashita, Hiroki Ohashi, Satoshi Hara
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Hierarchical Label-Enhanced Contrastive Learning for Chinese NER IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Chengyu Wang, Shan Zhao, Tianwei Yan, Shezheng Song, Wentao Ma, Kuien Liu, Meng Wang
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Sparsity-Aware Distributed Learning for Gaussian Processes With Linear Multiple Kernel IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Richard Cornelius Suwandi, Zhidi Lin, Feng Yin, Zhiguo Wang, Sergios Theodoridis
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Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Yang Liu, Xinshuo Wang, Xinbo Gao, Jungong Han, Ling Shao
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Probabilistic Approximation of Stochastic Time Series Using Bayesian Recurrent Neural Network IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Yuhang Wang, Kaiquan Cai, Deyuan Meng
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Class-Consistent Matching Attention Wavelet Networks for Partial Transfer Intelligent Diagnosis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Yongyi Chen, Dan Zhang, Ruqiang Yan, Fanghong Guo, Qi Xuan
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Smart Machine Vision for Universal Spatial-Mode Reconstruction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 José D. Huerta-Morales, Chenglong You, Omar S. Magaña-Loaiza, Shi-Hai Dong, Roberto de J. León-Montiel, Mario A. Quiroz-Juárez
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Structured Doubly Stochastic Graph-Based Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Nian Wang, Zhigao Cui, Aihua Li, Yihang Lu, Rong Wang, Feiping Nie
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Rethinking Appearance-Based Deep Gait Recognition: Reviews, Analysis, and Insights From Gait Recognition Evolution IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Jingqi Li, Yuzhen Zhang, Yi Zeng, Changxin Ye, Wenzheng Xu, Xianye Ben, Fei-Yue Wang, Junping Zhang
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Deep Energy-Based Discrete-Time Physical Model for Reproducing Energetic Behavior IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-28 Takashi Matsubara, Takehiro Aoshima, Ai Ishikawa, Takaharu Yaguchi
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Metric Learning-Based Subspace Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-24 Yesong Xu, Shuo Chen, Jun Li, Jian Yang
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Adaptive Robust Stochastic Configuration Networks for Near-Infrared Multivariate Analysis IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-24 Yuqiang Li, Wenli Du, Xinjie Wang, Minglei Yang, Yunmeng Zhao
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Compressing Transfer: Mutual Learning-Empowered Knowledge Distillation for Temporal Knowledge Graph Reasoning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-24 Ye Qian, Xiaoyan Wang, Fuhui Sun, Li Pan
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Do Highly Over-Parameterized Neural Networks Generalize Since Bad Solutions Are Rare? IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-23 Julius Martinetz, Thomas Martinetz
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Adaptive Locality Guidance: Using Locality Guidance to Initialize the Learning of Vision Transformers on Tiny Datasets IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-23 Jules Rostand, Chen-Chien James Hsu, Cheng-Kai Lu
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LiNGAM-SF: Causal Structural Learning Method With Linear Non-Gaussian Acyclic Models for Streaming Features IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-23 Chenglin Zhang, Hong Yu, Guoyin Wang, Yongfang Xie
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Latent Code Augmentation Based on Stable Diffusion for Data-Free Substitute Attacks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-22 Mingwen Shao, Lingzhuang Meng, Yuanjian Qiao, Lixu Zhang, Wangmeng Zuo
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Generalization Bounds of Deep Neural Networks With $\tau$-Mixing Samples IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-22 Liyuan Liu, Yaohui Chen, Weifu Li, Yingjie Wang, Bin Gu, Feng Zheng, Hong Chen
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AFed: Algorithmic Fair Federated Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-22 Huiqiang Chen, Tianqing Zhu, Wanlei Zhou, Wei Zhao
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FairXAI -A Taxonomy and Framework for Fairness and Explainability Synergy in Machine Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-22 Resmi Ramachandranpillai, Ricardo Baeza-Yates, Fredrik Heintz
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DenseKD: Dense Knowledge Distillation by Exploiting Region and Sample Importance IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-22 Haonan Zhang, Longjun Liu, Yi Zhang, Xinyu Lei, Fei Hui, Bihan Wen
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STSF: Spiking Time Sparse Feedback Learning for Spiking Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-20 Ping He, Rong Xiao, Chenwei Tang, Shudong Huang, Jiancheng Lv, Huajin Tang
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HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-20 Sucheng Ren, Xiaomeng Li
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Score-Based Neural Processes IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-20 Hongkun Dou, Junzhe Lu, Zeyu Li, Xiaoqing Zhong, Wen Yao, Lijun Yang, Yue Deng
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Reciprocal-Kind Zhang Neurodynamics Method for Temporal-Dependent Sylvester Equation and Robot Manipulator Motion Planning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-20 Pengfei Guo, Yunong Zhang, Shuai Li
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A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-17 Luciano Prono, Philippe Bich, Chiara Boretti, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
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EPSegNet: Lightweight Semantic Recalibration and Assembly for Efficient Polyp Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-16 Huisi Wu, Zebin Zhao
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Industrial Data Imputation Based on Multiscale Spatiotemporal Information Embedding With Asymmetrical Transformer IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-16 Xing-Yuan Li, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
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Dual-Structural Bipartite Graph Learning for Multiview Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Xiaohui Wei, Haibo Liu, Puhong Duan, Shutao Li
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DBA: Efficient Transformer With Dynamic Bilinear Low-Rank Attention IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Bosheng Qin, Juncheng Li, Siliang Tang, Yueting Zhuang
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An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Shengjia Wang, Zhiguo Wang, Xi-Le Zhao, Xiaojing Shen
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Communication-Efficient Split Learning via Adaptive Feature-Wise Compression IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, Yo-Seb Jeon
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Toward Mitigating Architecture Overfitting on Distilled Datasets IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Xuyang Zhong, Chen Liu
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Convolution Bridge: An Effective Algorithmic Migration Strategy From CNNs to GNNs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Kuijie Zhang, Shanchen Pang, Huahui Yang, Yuanyuan Zhang, Wenhao Wu, Hengxiao Li, Jerry Chun-Wei Lin
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Tensor-Representation-Based Multiview Attributed Graph Clustering With Smooth Structure IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Yuan Gao, Qian Zhao, Laurence T. Yang, Jing Yang, Lei Ren
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Node Classification in Networks via Simplicial Interactions IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Eunho Koo, Tongseok Lim
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Low Latency Conversion of Artificial Neural Network Models to Rate-Encoded Spiking Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Zhanglu Yan, Kaiwen Tang, Jun Zhou, Weng-Fai Wong
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Uncertainty-Guided Discriminative Priors Mining for Flexible Unsupervised Spectral Reconstruction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Yihong Leng, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
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Cross-Cloud Consistency for Weakly Supervised Point Cloud Semantic Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Yachao Zhang, Yuxiang Lan, Yuan Xie, Cuihua Li, Yanyun Qu
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Differential Evolution Algorithm for Fast Gains Learning in a High-Gain Controller IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 José de Jesús Rubio
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Adaptive Multistep Prediction With Sequence-to-Sequence (Seq2Seq) Models IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-15 Joseph Kelley, Martin Hagan
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HPCR: Holistic Proxy-Based Contrastive Replay for Online Continual Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-13 Huiwei Lin, Shanshan Feng, Baoquan Zhang, Xutao Li, Yunming Ye
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Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2025-01-13 Yajie Zhang, Yao Hu, Chengjun Cai, Yu-An Huang, Zhi-An Huang, Kay Chen Tan