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IEEE transactions on neural networks and learning systems最新文献

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Multilabel Transfer Learning Method With Dynamic Multimetric for Coupling Fault Diagnosis 基于动态多度量的多标签迁移学习耦合故障诊断方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-30 DOI: 10.1109/tnnls.2025.3573090
Yaqi Xiao, Haiyin Zhou, Xuanying Zhou, Jiongqi Wang
{"title":"Multilabel Transfer Learning Method With Dynamic Multimetric for Coupling Fault Diagnosis","authors":"Yaqi Xiao, Haiyin Zhou, Xuanying Zhou, Jiongqi Wang","doi":"10.1109/tnnls.2025.3573090","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3573090","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"244 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144183857","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
Revisiting Tropical Polynomial Division: Theory, Algorithms, and Application to Neural Networks 热带多项式除法：理论、算法及在神经网络中的应用
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-30 DOI: 10.1109/tnnls.2025.3570807
Ioannis Kordonis, Petros Maragos
{"title":"Revisiting Tropical Polynomial Division: Theory, Algorithms, and Application to Neural Networks","authors":"Ioannis Kordonis, Petros Maragos","doi":"10.1109/tnnls.2025.3570807","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3570807","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"28 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144184125","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
Driving Risk Assessment for Intelligent Vehicles Based on Entropy-Informed Graph Neural Networks and Gaussian Distributions 基于熵知图神经网络和高斯分布的智能汽车驾驶风险评估
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-30 DOI: 10.1109/tnnls.2025.3569826
Hongbo Gao, Chengbo Wang, Runda Niu, Xiaozhao Fang, Jinpeng Chen, Yining Sun, Huiqing Jin, Danwei Wang
{"title":"Driving Risk Assessment for Intelligent Vehicles Based on Entropy-Informed Graph Neural Networks and Gaussian Distributions","authors":"Hongbo Gao, Chengbo Wang, Runda Niu, Xiaozhao Fang, Jinpeng Chen, Yining Sun, Huiqing Jin, Danwei Wang","doi":"10.1109/tnnls.2025.3569826","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3569826","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"26 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144183860","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
Converting High-Performance and Low-Latency SNNs Through Explicit Modeling of Residual Error in ANNs 通过对人工神经网络残差的显式建模来转换高性能低延迟snn
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3567567
Zhipeng Huang, Jianhao Ding, Zhiyu Pan, Haoran Li, Ying Fang, Zhaofei Yu, Jian K. Liu
{"title":"Converting High-Performance and Low-Latency SNNs Through Explicit Modeling of Residual Error in ANNs","authors":"Zhipeng Huang, Jianhao Ding, Zhiyu Pan, Haoran Li, Ying Fang, Zhaofei Yu, Jian K. Liu","doi":"10.1109/tnnls.2025.3567567","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3567567","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"7 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144177355","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
Evidential Deep Learning for Open-Set Active Domain Adaptation 基于证据的开集主动域自适应深度学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3571943
Qing Tian, Jiangsen Yu, Yi Zhao, Wen Li, Zhen Lei
{"title":"Evidential Deep Learning for Open-Set Active Domain Adaptation","authors":"Qing Tian, Jiangsen Yu, Yi Zhao, Wen Li, Zhen Lei","doi":"10.1109/tnnls.2025.3571943","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3571943","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"36 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176770","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
Parallel Multistep Evaluation With Efficient Data Utilization for Safe Neural Critic Control and Its Application to Orbital Maneuver Systems 安全神经临界控制的并行多步评估及其在轨道机动系统中的应用
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3570716
Jiangyu Wang, Ding Wang, Jin Ren, Derong Liu, Junfei Qiao
{"title":"Parallel Multistep Evaluation With Efficient Data Utilization for Safe Neural Critic Control and Its Application to Orbital Maneuver Systems","authors":"Jiangyu Wang, Ding Wang, Jin Ren, Derong Liu, Junfei Qiao","doi":"10.1109/tnnls.2025.3570716","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3570716","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176834","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
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection 基于保护图神经网络的无监督图异常检测
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3569526
Yuanchen Bei, Sheng Zhou, Jinke Shi, Yao Ma, Haishuai Wang, Jiajun Bu
{"title":"Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection","authors":"Yuanchen Bei, Sheng Zhou, Jinke Shi, Yao Ma, Haishuai Wang, Jiajun Bu","doi":"10.1109/tnnls.2025.3569526","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3569526","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"5 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176885","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 Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-Attribution 基于Shapley加性自归因的忠实神经网络内在解释研究
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3570692
Ying Sun, Hengshu Zhu, Hui Xiong
{"title":"Toward Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-Attribution","authors":"Ying Sun, Hengshu Zhu, Hui Xiong","doi":"10.1109/tnnls.2025.3570692","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3570692","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"51 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176921","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
Knowledge Transfer and Reinforcement Based on Biunbiased Neural Network: A Novel Solution for Open-Set Fault Transfer Diagnosis 基于双偏神经网络的知识转移与强化：一种新的开集故障转移诊断方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-29 DOI: 10.1109/tnnls.2025.3569582
Lei Wang, Huaguang Zhang, Jinhai Liu, Fengyuan Zuo
{"title":"Knowledge Transfer and Reinforcement Based on Biunbiased Neural Network: A Novel Solution for Open-Set Fault Transfer Diagnosis","authors":"Lei Wang, Huaguang Zhang, Jinhai Liu, Fengyuan Zuo","doi":"10.1109/tnnls.2025.3569582","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3569582","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"26 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176771","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
RadCLIP: Enhancing Radiologic Image Analysis Through Contrastive Language–Image Pretraining RadCLIP：通过对比语言-图像预训练增强放射图像分析
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-28 DOI: 10.1109/tnnls.2025.3568036
Zhixiu Lu, Hailong Li, Nehal A. Parikh, Jonathan R. Dillman, Lili He
{"title":"RadCLIP: Enhancing Radiologic Image Analysis Through Contrastive Language–Image Pretraining","authors":"Zhixiu Lu, Hailong Li, Nehal A. Parikh, Jonathan R. Dillman, Lili He","doi":"10.1109/tnnls.2025.3568036","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3568036","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"105 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144165101","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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