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IEEE transactions on neural networks and learning systems最新文献

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Source-Free Time-Series Domain Adaptation With Prior Evaluation of Model Salience 模型显著性先验评价的无源时序域自适应
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-24 DOI: 10.1109/tnnls.2025.3641830
Rongyao Cai, Ming Jin, Qingsong Wen, Kexin Zhang, Yong Liu
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引用次数: 0
SynC: Synergistic Boosting of Structure and Representation for Deep Graph Clustering SynC：深度图聚类的结构和表示的协同增强
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-24 DOI: 10.1109/tnnls.2025.3643594
Shifei Ding, Benyu Wu, Xiao Xu, Ling Ding, Xindong Wu
{"title":"SynC: Synergistic Boosting of Structure and Representation for Deep Graph Clustering","authors":"Shifei Ding, Benyu Wu, Xiao Xu, Ling Ding, Xindong Wu","doi":"10.1109/tnnls.2025.3643594","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3643594","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"5 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145823184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Self-Supervised Koopman Operator Learning for Distributed Final Synchronization Prediction of Networked Nonlinear Dynamics 网络非线性动力学分布式最终同步预测的自监督Koopman算子学习
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-23 DOI: 10.1109/tnnls.2025.3644299
Fulong Hu, Hai-Tao Zhang, Chen Lv, Jun Wang
{"title":"Self-Supervised Koopman Operator Learning for Distributed Final Synchronization Prediction of Networked Nonlinear Dynamics","authors":"Fulong Hu, Hai-Tao Zhang, Chen Lv, Jun Wang","doi":"10.1109/tnnls.2025.3644299","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3644299","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"13 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145812784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Machine Unranking 神经机器排序
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-23 DOI: 10.1109/tnnls.2025.3639808
Jingrui Hou, Axel Finke, Georgina Cosma
{"title":"Neural Machine Unranking","authors":"Jingrui Hou, Axel Finke, Georgina Cosma","doi":"10.1109/tnnls.2025.3639808","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3639808","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"51 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145813223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MtvTrack: Robust Visual Tracking via Modeling Time-Variant State of the Target MtvTrack：基于目标时变状态建模的鲁棒视觉跟踪
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-23 DOI: 10.1109/tnnls.2025.3642941
Jiaxu Zhao, Mingxing Jia, Lei Guo, Xingyu Han, Dapeng Niu
{"title":"MtvTrack: Robust Visual Tracking via Modeling Time-Variant State of the Target","authors":"Jiaxu Zhao, Mingxing Jia, Lei Guo, Xingyu Han, Dapeng Niu","doi":"10.1109/tnnls.2025.3642941","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3642941","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"2 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145813222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contrastive Learning-Driven Fake News Detection: Preserving Semantics, Unveiling Distortions 对比学习驱动的假新闻检测：保留语义，揭示扭曲
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-22 DOI: 10.1109/tnnls.2025.3634147
Yeqing Yan, Peng Zheng, Yongjun Wang
{"title":"Contrastive Learning-Driven Fake News Detection: Preserving Semantics, Unveiling Distortions","authors":"Yeqing Yan, Peng Zheng, Yongjun Wang","doi":"10.1109/tnnls.2025.3634147","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3634147","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"12 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145807717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward Effective Model Merging in Semantic Segmentation 语义分割中有效模型合并的研究
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-22 DOI: 10.1109/tnnls.2025.3626606
Haotian Chen, Yanyu Xu, Yonghui Xu, Yu Zhang, Yixin Zhang, Fang Wang, Lizhen Cui
{"title":"Toward Effective Model Merging in Semantic Segmentation","authors":"Haotian Chen, Yanyu Xu, Yonghui Xu, Yu Zhang, Yixin Zhang, Fang Wang, Lizhen Cui","doi":"10.1109/tnnls.2025.3626606","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3626606","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"34 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145807718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DGNMF: Dynamic Diffusion Graph Nonnegative Matrix Factorization 动态扩散图非负矩阵分解
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-22 DOI: 10.1109/tnnls.2025.3644484
Chenxi Tian, Wenming Wu, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang
{"title":"DGNMF: Dynamic Diffusion Graph Nonnegative Matrix Factorization","authors":"Chenxi Tian, Wenming Wu, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang","doi":"10.1109/tnnls.2025.3644484","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3644484","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"22 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145807380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Most Overestimated Q Value Regularization in High-Dimensional Discrete Action Spaces for Offline Reinforcement Learning 用于离线强化学习的高维离散动作空间中最高估Q值正则化
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-19 DOI: 10.1109/tnnls.2025.3640101
Seunghwan Yu, Homin Park, Byungjin Ko, Jisub Shin, Yoonki Hong, Taejoon Park, Jong-Wan Yoon
{"title":"The Most Overestimated Q Value Regularization in High-Dimensional Discrete Action Spaces for Offline Reinforcement Learning","authors":"Seunghwan Yu, Homin Park, Byungjin Ko, Jisub Shin, Yoonki Hong, Taejoon Park, Jong-Wan Yoon","doi":"10.1109/tnnls.2025.3640101","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3640101","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"29 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TGMN: Two-Stage Graph Convolutional Mamba Network for Hyperspectral Image Classification 高光谱图像分类的两阶段图卷积曼巴网络
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2025-12-19 DOI: 10.1109/tnnls.2025.3642545
Yonghe Chu, Jun Cao, Junshi Xia, Weiping Ding
{"title":"TGMN: Two-Stage Graph Convolutional Mamba Network for Hyperspectral Image Classification","authors":"Yonghe Chu, Jun Cao, Junshi Xia, Weiping Ding","doi":"10.1109/tnnls.2025.3642545","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3642545","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"8 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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