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IEEE transactions on neural networks and learning systems最新文献

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Tensor-Representation-Based Multiview Attributed Graph Clustering With Smooth Structure 基于张量表示的光滑结构多视图属性图聚类
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3526590
Yuan Gao, Qian Zhao, Laurence T. Yang, Jing Yang, Lei Ren
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引用次数: 0
Adaptive Multistep Prediction With Sequence-to-Sequence (Seq2Seq) Models 序列到序列（Seq2Seq）模型的自适应多步预测
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3525618
Joseph Kelley, Martin Hagan
{"title":"Adaptive Multistep Prediction With Sequence-to-Sequence (Seq2Seq) Models","authors":"Joseph Kelley, Martin Hagan","doi":"10.1109/tnnls.2025.3525618","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3525618","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"75 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986703","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
An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning 基于非平衡最优传输的鲁棒字典学习方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3526254
Shengjia Wang, Zhiguo Wang, Xi-Le Zhao, Xiaojing Shen
{"title":"An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning","authors":"Shengjia Wang, Zhiguo Wang, Xi-Le Zhao, Xiaojing Shen","doi":"10.1109/tnnls.2025.3526254","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526254","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"20 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986692","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
Communication-Efficient Split Learning via Adaptive Feature-Wise Compression 通过自适应特征压缩的高效通信分割学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3526227
Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, Yo-Seb Jeon
{"title":"Communication-Efficient Split Learning via Adaptive Feature-Wise Compression","authors":"Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, Yo-Seb Jeon","doi":"10.1109/tnnls.2025.3526227","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526227","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"75 3 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986694","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
Dual-Structural Bipartite Graph Learning for Multiview Clustering 多视角聚类的双结构双方图学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3525766
Xiaohui Wei, Haibo Liu, Puhong Duan, Shutao Li
{"title":"Dual-Structural Bipartite Graph Learning for Multiview Clustering","authors":"Xiaohui Wei, Haibo Liu, Puhong Duan, Shutao Li","doi":"10.1109/tnnls.2025.3525766","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3525766","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986690","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
Differential Evolution Algorithm for Fast Gains Learning in a High-Gain Controller 高增益控制器中快速增益学习的差分进化算法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3526580
José de Jesús Rubio
{"title":"Differential Evolution Algorithm for Fast Gains Learning in a High-Gain Controller","authors":"José de Jesús Rubio","doi":"10.1109/tnnls.2025.3526580","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526580","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"37 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986700","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
Cross-Cloud Consistency for Weakly Supervised Point Cloud Semantic Segmentation 弱监督点云语义分割的跨云一致性
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-15 DOI: 10.1109/tnnls.2025.3526164
Yachao Zhang, Yuxiang Lan, Yuan Xie, Cuihua Li, Yanyun Qu
{"title":"Cross-Cloud Consistency for Weakly Supervised Point Cloud Semantic Segmentation","authors":"Yachao Zhang, Yuxiang Lan, Yuan Xie, Cuihua Li, Yanyun Qu","doi":"10.1109/tnnls.2025.3526164","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526164","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"30 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986699","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
HPCR: Holistic Proxy-Based Contrastive Replay for Online Continual Learning HPCR：基于代理的整体对比重放，促进在线持续学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-13 DOI: 10.1109/tnnls.2025.3526442
Huiwei Lin, Shanshan Feng, Baoquan Zhang, Xutao Li, Yunming Ye
{"title":"HPCR: Holistic Proxy-Based Contrastive Replay for Online Continual Learning","authors":"Huiwei Lin, Shanshan Feng, Baoquan Zhang, Xutao Li, Yunming Ye","doi":"10.1109/tnnls.2025.3526442","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526442","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"89 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142974691","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
Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning 反混淆散列：通过去偏加权和反事实推理加强放射图像检索
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-13 DOI: 10.1109/tnnls.2025.3526760
Yajie Zhang, Yao Hu, Chengjun Cai, Yu-An Huang, Zhi-An Huang, Kay Chen Tan
{"title":"Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning","authors":"Yajie Zhang, Yao Hu, Chengjun Cai, Yu-An Huang, Zhi-An Huang, Kay Chen Tan","doi":"10.1109/tnnls.2025.3526760","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526760","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"24 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142974693","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
A Hybrid Adaptive Dynamic Programming for Optimal Tracking Control of USVs 基于混合自适应动态规划的无人潜航器最优跟踪控制
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-10 DOI: 10.1109/tnnls.2024.3512539
Shan Xue, Ning Zhao, Weidong Zhang, Biao Luo, Derong Liu
{"title":"A Hybrid Adaptive Dynamic Programming for Optimal Tracking Control of USVs","authors":"Shan Xue, Ning Zhao, Weidong Zhang, Biao Luo, Derong Liu","doi":"10.1109/tnnls.2024.3512539","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3512539","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"72 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142961272","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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