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IEEE Transactions on Neural Networks and Learning Systems 2023: all accepted papers

988 papers · page 2 of 10 · the most cited first · ← IEEE Transactions on Neural Networks and Learning Systems 2023

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  1. Ensemble Clustering via Co-Association Matrix Self-Enhancement ↗Yuheng Jia, Sirui Tao, Ran Wang et al.64 citations
  2. Sentiment Analysis: Comprehensive Reviews, Recent Advances, and Open Challenges ↗Qiang Lu, Xia Sun, Yunfei Long et al.64 citations
  3. A Survey on Hyperlink Prediction ↗Can Chen, Yang‐Yu Liu62 citations
  4. Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations ↗Haifeng Li, Jun Cao, Jiawei Zhu et al.62 citations
  5. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation ↗Nan Yang, Javier Del Ser, Zeyu Tang et al.61 citations
  6. Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction ↗Yucheng Wang, Min Wu, Ruibing Jin et al.61 citations
  7. RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining ↗Hong Wang, Qi Xie, Qian Zhao et al.61 citations
  8. Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification ↗Shuang Li, Fan Li, Jinxing Li et al.60 citations
  9. Practical and Robust Federated Learning With Highly Scalable Regression Training ↗Song Han, Hongxin Ding, Shuai Zhao et al.60 citations
  10. Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite Graph ↗Shengju Yu, Suyuan Liu, Siwei Wang et al.60 citations
  11. An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images ↗Xian Li, Mingli Ding, Yanfeng Gu et al.59 citations
  12. Clustered Federated Learning in Heterogeneous Environment ↗Yihan Yan, Xiaojun Tong, Shen Wang59 citations
  13. GRLC: Graph Representation Learning With Constraints ↗Liang Peng, Yujie Mo, Jie Xu et al.59 citations
  14. Hybrid Network Using Dynamic Graph Convolution and Temporal Self-Attention for EEG-Based Emotion Recognition ↗Cheng Cheng, Zikang Yu, Yong Zhang et al.59 citations
  15. Robust Low-Rank Latent Feature Analysis for Spatiotemporal Signal Recovery ↗Di Wu, Zechao Li, Zhikai Yu et al.59 citations
  16. Adversarial Kinetic Prototype Framework for Open Set Recognition ↗Ziheng Xia, Penghui Wang, Ganggang Dong et al.58 citations
  17. Building Fake Review Detection Model Based on Sentiment Intensity and PU Learning ↗Shunxiang Zhang, Aoqiang Zhu, Zhu Guangli et al.58 citations
  18. DSIL-DDI: A Domain-Invariant Substructure Interaction Learning for Generalizable Drug–Drug Interaction Prediction ↗Zhenchao Tang, Guanxing Chen, Hualin Yang et al.58 citations
  19. Deeply Coupled Convolution–Transformer With Spatial–Temporal Complementary Learning for Video-Based Person Re-Identification ↗Xuehu Liu, Chenyang Yu, Pingping Zhang et al.58 citations
  20. Neural-Network-Based Adaptive Fault-Tolerant Cooperative Control of Heterogeneous Multiagent Systems With Multiple Faults and DoS Attacks ↗Shangkun Liu, Bin Jiang, Zehui Mao et al.58 citations
  21. Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection ↗Botao An, Shibin Wang, Fuhua Qin et al.57 citations
  22. DM-Fusion: Deep Model-Driven Network for Heterogeneous Image Fusion ↗Guoxia Xu, Chunming He, Hao Henry Wang et al.57 citations
  23. Disentangled Feature Representation for Few-Shot Image Classification ↗Hao Cheng, Yufei Wang, Haoliang Li et al.57 citations
  24. Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning ↗Xingyu Wu, Bingbing Jiang, Xiangyu Wang et al.57 citations
  25. A Hybrid Data Preprocessing-Based Hierarchical Attention BiLSTM Network for Remaining Useful Life Prediction of Spacecraft Lithium-Ion Batteries ↗Tianyi Luo, Ming Liu, Peng Jia Shi et al.56 citations
  26. Aperiodically Intermittent Event-Triggered Optimal Average Consensus for Nonlinear Multi-Agent Systems ↗Lei Liu, Jinde Cao, Fawaz E. Alsaadi56 citations
  27. Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity ↗Mianxin Liu, Han Zhang, Feng Shi et al.56 citations
  28. Improved Stability Criteria for Delayed Neural Networks via Time-Varying Free-Weighting Matrices and S-Procedure ↗Xi‐Zi Zhou, Jianqi An, Yong Min He et al.56 citations
  29. MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction ↗Siying Zhu, Jiawei Zheng, Qianli Ma56 citations
  30. Physics Embedded Graph Convolution Neural Network for Power Flow Calculation Considering Uncertain Injections and Topology ↗Maosheng Gao, Juan Yu, Zhifang Yang et al.56 citations
  31. Sliding Mode Control Based on Reinforcement Learning for T-S Fuzzy Fractional-Order Multiagent System With Time-Varying Delays ↗Yuqing Yan, Huaguang Zhang, Jiayue Sun et al.56 citations
  32. Collaborative Target Search With a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach ↗Jiaping Xiao, Phumrapee Pisutsin, Mir Feroskhan55 citations
  33. Emotion-Semantic-Aware Dual Contrastive Learning for Epistemic Emotion Identification of Learner-Generated Reviews in MOOCs ↗Zhi Liu, Chaodong Wen, Zhu Su et al.55 citations
  34. On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving ↗Giulio Rossolini, Federico Nesti, Gianluca D’Amico et al.55 citations
  35. Adaptive Decentralized Control for Constrained Strong Interconnected Nonlinear Systems and Its Application to Inverted Pendulum ↗Zhiguang Feng, Rui-Bing Li, Ligang Wu54 citations
  36. Comprehensive Multiview Representation Learning via Deep Autoencoder-Like Nonnegative Matrix Factorization ↗Haonan Huang, Guoxu Zhou, Qibin Zhao et al.54 citations
  37. Fast Sparse Discriminative K-Means for Unsupervised Feature Selection ↗Feiping Nie, Zhenyu Ma, Jingyu Wang et al.54 citations
  38. HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance ↗Chunming He, Kai Li, Guoxia Xu et al.54 citations
  39. Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering ↗Cheng Liu, Rui Li, Si Wu et al.54 citations
  40. CM-GAN: A Cross-Modal Generative Adversarial Network for Imputing Completely Missing Data in Digital Industry ↗Mingyu Kang, Ran Zhu, Duxin Chen et al.53 citations
  41. CTFNet: Long-Sequence Time-Series Forecasting Based on Convolution and Time–Frequency Analysis ↗Zhiqiang Zhang, Y. B. Chen, Dandan Zhang et al.53 citations
  42. Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging ↗Yong Chen, Xinfeng Gui, Jinshan Zeng et al.53 citations
  43. Coupled Multimodal Emotional Feature Analysis Based on Broad-Deep Fusion Networks in Human–Robot Interaction ↗Luefeng Chen, Min Li, Min Wu et al.53 citations
  44. Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task ↗Wei Wei, Jingjing Wang, Jun Du et al.53 citations
  45. Knowledge-Augmented Deep Learning and its Applications: A Survey ↗Zijun Cui, Tian Gao, Kartik Talamadupula et al.53 citations
  46. Active Clustering Ensemble With Self-Paced Learning ↗Peng Zhou, Bicheng Sun, Xinwang Liu et al.52 citations
  47. Deep Attentional Guided Image Filtering ↗Zhiwei Zhong, Xianming Liu, Junjun Jiang et al.52 citations
  48. Domain Adaptation Networks With Parameter-Free Adaptively Rectified Linear Units for Fault Diagnosis Under Variable Operating Conditions ↗Yongyi Chen, Dan Zhang, Ruqiang Yan52 citations
  49. Scalable-MADDPG-Based Cooperative Target Invasion for a Multi-USV System ↗Cheng-Cheng Wang, Yu‐Long Wang, Peng Jia Shi et al.52 citations
  50. A Survey of Automated Data Augmentation for Image Classification: Learning to Compose, Mix, and Generate ↗Tsz-Him Cheung, Dit‐Yan Yeung51 citations
  51. Multi-Task Credible Pseudo-Label Learning for Semi-Supervised Crowd Counting ↗Pengfei Zhu, Jingqing Li, Bing Cao et al.51 citations
  52. Multivariate Time Series Forecasting Using Multiscale Recurrent Networks With Scale Attention and Cross-Scale Guidance ↗Qiang Guo, Lexin Fang, Ren Wang et al.51 citations
  53. Neural Network Design for Impedance Modeling of Power Electronic Systems Based on Latent Features ↗Yicheng Liao, Yufei Li, Minjie Chen et al.51 citations
  54. Visualizing and Understanding Patch Interactions in Vision Transformer ↗Jie Ma, Yalong Bai, Bineng Zhong et al.51 citations
  55. Zonotope-Based Distributed Set-Membership Fusion Estimation for Artificial Neural Networks Under the Dynamic Event-Triggered Mechanism ↗Zhongyi Zhao, Zidong Wang, Lei Zou et al.51 citations
  56. Clinical Prompt Learning With Frozen Language Models ↗Niall Taylor, Yi Zhang, Dan W. Joyce et al.50 citations
  57. Graph-Based Unsupervised Feature Selection for Interval-Valued Information System ↗Weihua Xu, Man Huang, Zongying Jiang et al.50 citations
  58. Human-in-the-Loop Consensus Control for Multiagent Systems With External Disturbances ↗Li Ma, Fanglai Zhu, Xudong Zhao50 citations
  59. Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging ↗Ziyuan Yang, Wenjun Xia, Zexin Lu et al.50 citations
  60. LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Single Object Tracking Benchmark ↗Qiao Liu, Xin Li, Di Yuan et al.50 citations
  61. A Compact Constraint Incremental Method for Random Weight Networks and Its Application ↗Qianjin Wang, Wei Dai, Chunfu Zhang et al.49 citations
  62. Learning Complementary Spatial–Temporal Transformer for Video Salient Object Detection ↗Nian Liu, Kepan Nan, Wangbo Zhao et al.49 citations
  63. Neural Networks for Portfolio Analysis in High-Frequency Trading ↗Xinwei Cao, Peng Chen, Yuhua Zheng et al.49 citations
  64. Prototype-Guided Memory Replay for Continual Learning ↗Stella Ho, Ming Liu, Lan Du et al.49 citations
  65. Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective From the Time–Frequency Analysis ↗Ce Ju, Cuntai Guan48 citations
  66. Path Following Control for Unmanned Surface Vehicles: A Reinforcement Learning-Based Method With Experimental Validation ↗Yuanda Wang, Jingyu Cao, Jia Sun et al.48 citations
  67. SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-Hoc Interpretable Fault Diagnosis With Limited Fault Samples ↗Mengxuan Li, Peng Peng, Jingxin Zhang et al.48 citations
  68. Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance ↗Junhao Huang, Bing Xue, Yanan Sun et al.48 citations
  69. GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation ↗Jinting Wang, Yujiao Tang, Yang Xiao et al.47 citations
  70. Graph Soft Actor–Critic Reinforcement Learning for Large-Scale Distributed Multirobot Coordination ↗Yifan Hu, Junjie Fu, Guanghui Wen47 citations
  71. A Novel Dynamic Operation Optimization Method Based on Multiobjective Deep Reinforcement Learning for Steelmaking Process ↗Chang Liu, Lixin Tang, Chenche Zhao46 citations
  72. An Evidential Multi-Target Domain Adaptation Method Based on Weighted Fusion for Cross-Domain Pattern Classification ↗Linqing Huang, Wangbo Zhao, Yong Liu et al.46 citations
  73. Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification ↗Sion An, Soopil Kim, Philip Chikontwe et al.46 citations
  74. Finite-Time Neural Network-Based Hierarchical Sliding Mode Antiswing Control for Underactuated Dual Ship-Mounted Cranes With Unmatched Sea Wave Disturbances Suppression ↗Yuzhe Qian, Haibo Zhang, Die Hu46 citations
  75. Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints ↗Yajie Zhang, Hao Jiang, Ye Tian et al.46 citations
  76. Spectral–Spatial Transformer for Hyperspectral Image Sharpening ↗Lihui Chen, Gemine Vivone, Jiayi Qin et al.46 citations
  77. Tiny Object Tracking: A Large-Scale Dataset and a Baseline ↗Yabin Zhu, Chenglong Li, Yao Liu et al.46 citations
  78. A Robust Mean-Field Actor-Critic Reinforcement Learning Against Adversarial Perturbations on Agent States ↗Ziyuan Zhou, Guanjun Liu, MengChu Zhou45 citations
  79. EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring ↗Keke Huang, Hengxing Zhu, Dehao Wu et al.45 citations
  80. HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution ↗Chaoxiong Wu, Jiaojiao Li, Rui Song et al.45 citations
  81. Noninvasive Blood Glucose Monitoring Using Spatiotemporal ECG and PPG Feature Fusion and Weight-Based Choquet Integral Multimodel Approach ↗Jingzhen Li, Jingjing Ma, Olatunji Mumini Omisore et al.45 citations
  82. SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification ↗Jialin Wang, Rui Gao, Haotian Zheng et al.45 citations
  83. Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification ↗Di Wang, Bo Du, Liangpei Zhang45 citations
  84. TrustGNN: Graph Neural Network-Based Trust Evaluation via Learnable Propagative and Composable Nature ↗Cuiying Huo, Dongxiao He, Chundong Liang et al.45 citations
  85. VAE-Based Interpretable Latent Variable Model for Process Monitoring ↗Zhuofu Pan, Yalin Wang, Yue Qin Cao et al.45 citations
  86. Adaptive Filter Pruning via Sensitivity Feedback ↗Yuyao Zhang, Nikolaos M. Freris44 citations
  87. An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training ↗Jiahao Du, Na Qin, Deqing Huang et al.44 citations
  88. CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization ↗Wenzheng Hu, Zhengping Che, Ning Liu et al.44 citations
  89. Robust Tensor Completion via Capped Frobenius Norm ↗Xiao Peng Li, Zhi-Yong Wang, Zhang-Lei Shi et al.44 citations
  90. A Bio-Inspired Spiking Attentional Neural Network for Attentional Selection in the Listening Brain ↗Siqi Cai, Peiwen Li, Haizhou Li43 citations
  91. Adversarial Spatiotemporal Contrastive Learning for Electrocardiogram Signals ↗Ning Wang, Panpan Feng, Zhaoyang Ge et al.43 citations
  92. Data-Based Optimal Synchronization of Heterogeneous Multiagent Systems in Graphical Games via Reinforcement Learning ↗Chunping Xiong, Qian Ma, Jian Chun Guo et al.43 citations
  93. Multistability of State-Dependent Switched Fractional-Order Hopfield Neural Networks With Mexican-Hat Activation Function and Its Application in Associative Memories ↗Boqiang Cao, Xiaobing Nie, Wei Xing Zheng et al.43 citations
  94. Unambiguous and High-Fidelity Backdoor Watermarking for Deep Neural Networks ↗Guang Hua, Andrew Beng Jin Teoh, Yong Xiang et al.43 citations
  95. Weakening the Dominant Role of Text: CMOSI Dataset and Multimodal Semantic Enhancement Network ↗Cong Jin, Cong Luo, Ming Gao Yan et al.43 citations
  96. BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance ↗Haotong Qin, Xudong Ma, Yifu Ding et al.42 citations
  97. Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes ↗Keke Huang, Zui Tao, Yishun Liu et al.42 citations
  98. Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion ↗Xin Shou Tian, Kun Li, Wei Zhang et al.42 citations
  99. Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning ↗Raquel Espinosa, Fernando Jiménez, José T. Palma42 citations
  100. Unsupervised Deep Tensor Network for Hyperspectral–Multispectral Image Fusion ↗Jingxiang Yang, Liang Xiao, Yongqiang Zhao et al.42 citations

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