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IEEE transactions on neural networks and learning systems最新文献

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Hierarchical Label-Enhanced Contrastive Learning for Chinese NER
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3528416
Chengyu Wang, Shan Zhao, Tianwei Yan, Shezheng Song, Wentao Ma, Kuien Liu, Meng Wang
{"title":"Hierarchical Label-Enhanced Contrastive Learning for Chinese NER","authors":"Chengyu Wang, Shan Zhao, Tianwei Yan, Shezheng Song, Wentao Ma, Kuien Liu, Meng Wang","doi":"10.1109/tnnls.2025.3528416","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3528416","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"14 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055104","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
Probabilistic Approximation of Stochastic Time Series Using Bayesian Recurrent Neural Network
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3529995
Yuhang Wang, Kaiquan Cai, Deyuan Meng
{"title":"Probabilistic Approximation of Stochastic Time Series Using Bayesian Recurrent Neural Network","authors":"Yuhang Wang, Kaiquan Cai, Deyuan Meng","doi":"10.1109/tnnls.2025.3529995","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3529995","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"118 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055107","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
Smart Machine Vision for Universal Spatial-Mode Reconstruction
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3530302
José D. Huerta-Morales, Chenglong You, Omar S. Magaña-Loaiza, Shi-Hai Dong, Roberto de J. León-Montiel, Mario A. Quiroz-Juárez
{"title":"Smart Machine Vision for Universal Spatial-Mode Reconstruction","authors":"José D. Huerta-Morales, Chenglong You, Omar S. Magaña-Loaiza, Shi-Hai Dong, Roberto de J. León-Montiel, Mario A. Quiroz-Juárez","doi":"10.1109/tnnls.2025.3530302","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3530302","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"21 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055109","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
Class-Consistent Matching Attention Wavelet Networks for Partial Transfer Intelligent Diagnosis
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3529979
Yongyi Chen, Dan Zhang, Ruqiang Yan, Fanghong Guo, Qi Xuan
{"title":"Class-Consistent Matching Attention Wavelet Networks for Partial Transfer Intelligent Diagnosis","authors":"Yongyi Chen, Dan Zhang, Ruqiang Yan, Fanghong Guo, Qi Xuan","doi":"10.1109/tnnls.2025.3529979","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3529979","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"15 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055108","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
Rethinking Appearance-Based Deep Gait Recognition: Reviews, Analysis, and Insights From Gait Recognition Evolution
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3526815
Jingqi Li, Yuzhen Zhang, Yi Zeng, Changxin Ye, Wenzheng Xu, Xianye Ben, Fei-Yue Wang, Junping Zhang
{"title":"Rethinking Appearance-Based Deep Gait Recognition: Reviews, Analysis, and Insights From Gait Recognition Evolution","authors":"Jingqi Li, Yuzhen Zhang, Yi Zeng, Changxin Ye, Wenzheng Xu, Xianye Ben, Fei-Yue Wang, Junping Zhang","doi":"10.1109/tnnls.2025.3526815","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3526815","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"40 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055111","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
Deep Energy-Based Discrete-Time Physical Model for Reproducing Energetic Behavior
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3529516
Takashi Matsubara, Takehiro Aoshima, Ai Ishikawa, Takaharu Yaguchi
{"title":"Deep Energy-Based Discrete-Time Physical Model for Reproducing Energetic Behavior","authors":"Takashi Matsubara, Takehiro Aoshima, Ai Ishikawa, Takaharu Yaguchi","doi":"10.1109/tnnls.2025.3529516","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3529516","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"37 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055100","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
Sparsity-Aware Distributed Learning for Gaussian Processes With Linear Multiple Kernel
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3531784
Richard Cornelius Suwandi, Zhidi Lin, Feng Yin, Zhiguo Wang, Sergios Theodoridis
{"title":"Sparsity-Aware Distributed Learning for Gaussian Processes With Linear Multiple Kernel","authors":"Richard Cornelius Suwandi, Zhidi Lin, Feng Yin, Zhiguo Wang, Sergios Theodoridis","doi":"10.1109/tnnls.2025.3531784","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3531784","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"24 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055105","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
Structured Doubly Stochastic Graph-Based Clustering
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3531987
Nian Wang, Zhigao Cui, Aihua Li, Yihang Lu, Rong Wang, Feiping Nie
{"title":"Structured Doubly Stochastic Graph-Based Clustering","authors":"Nian Wang, Zhigao Cui, Aihua Li, Yihang Lu, Rong Wang, Feiping Nie","doi":"10.1109/tnnls.2025.3531987","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3531987","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"28 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055110","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
Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-28 DOI: 10.1109/tnnls.2025.3528885
Yang Liu, Xinshuo Wang, Xinbo Gao, Jungong Han, Ling Shao
{"title":"Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning","authors":"Yang Liu, Xinshuo Wang, Xinbo Gao, Jungong Han, Ling Shao","doi":"10.1109/tnnls.2025.3528885","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3528885","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"24 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143055106","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
Metric Learning-Based Subspace Clustering
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-24 DOI: 10.1109/tnnls.2025.3528470
Yesong Xu, Shuo Chen, Jun Li, Jian Yang
{"title":"Metric Learning-Based Subspace Clustering","authors":"Yesong Xu, Shuo Chen, Jun Li, Jian Yang","doi":"10.1109/tnnls.2025.3528470","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3528470","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"13 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143030780","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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