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IEEE transactions on neural networks and learning systems最新文献

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A Reinforcement Learning Control Framework Based on Scalable Graph Transformer for Large-Scale Fuzzy Job Shop Scheduling Problems 基于可伸缩图转换器的大规模模糊作业车间调度强化学习控制框架
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.2025.3569868
Wenquan Zhang, Fei Zhao, Bo Feng, Xuesong Mei
{"title":"A Reinforcement Learning Control Framework Based on Scalable Graph Transformer for Large-Scale Fuzzy Job Shop Scheduling Problems","authors":"Wenquan Zhang, Fei Zhao, Bo Feng, Xuesong Mei","doi":"10.1109/tnnls.2025.3569868","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3569868","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"2 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144165102","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
GMM Enhanced Anchor-Based Spectral Clustering for Large-Scale Data GMM增强的基于锚点的大规模数据光谱聚类
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.2025.3571473
Wen Zhang, Jiangpeng Zhao, Lean Yu, Song Wang
{"title":"GMM Enhanced Anchor-Based Spectral Clustering for Large-Scale Data","authors":"Wen Zhang, Jiangpeng Zhao, Lean Yu, Song Wang","doi":"10.1109/tnnls.2025.3571473","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3571473","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"36 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144165211","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
Binary Channel Fuzzy Self-Adjusted Neural Network for Solving Time-Changing QP Problems 二值通道模糊自调整神经网络求解时变QP问题
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.2025.3564965
Yamei Luo, Qingyi Ren, Zihao Zheng, Siyuan Chen, Xin Ma, Yu Liu, Xiaoli Li, Junzhi Yu, Zhijun Zhang
{"title":"Binary Channel Fuzzy Self-Adjusted Neural Network for Solving Time-Changing QP Problems","authors":"Yamei Luo, Qingyi Ren, Zihao Zheng, Siyuan Chen, Xin Ma, Yu Liu, Xiaoli Li, Junzhi Yu, Zhijun Zhang","doi":"10.1109/tnnls.2025.3564965","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3564965","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"153 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144164868","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
TRG-Net: An Interpretable and Controllable Rain Generator TRG-Net：一种可解释和可控的降雨发生器
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-27 DOI: 10.1109/tnnls.2025.3565726
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
{"title":"TRG-Net: An Interpretable and Controllable Rain Generator","authors":"Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu","doi":"10.1109/tnnls.2025.3565726","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3565726","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"2 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144153694","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
Safe Physics-Informed Machine Learning for Optimal Predefined-Time Stabilization: A Lyapunov-Based Approach 最优预定义时间稳定的安全物理信息机器学习：基于lyapunov的方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-26 DOI: 10.1109/tnnls.2025.3554713
Nick-Marios T. Kokolakis, Zhen Zhang, Shanqing Liu, Kyriakos G. Vamvoudakis, Jérôme Darbon, George Em Karniadakis
{"title":"Safe Physics-Informed Machine Learning for Optimal Predefined-Time Stabilization: A Lyapunov-Based Approach","authors":"Nick-Marios T. Kokolakis, Zhen Zhang, Shanqing Liu, Kyriakos G. Vamvoudakis, Jérôme Darbon, George Em Karniadakis","doi":"10.1109/tnnls.2025.3554713","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3554713","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"16 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144146007","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 Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing Images 基于边界检测和任务交互的高分辨率遥感图像语义变化检测网络
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-26 DOI: 10.1109/tnnls.2025.3570425
Yingjie Tang, Shou Feng, Chunhui Zhao, Yongqi Chen, Zhiyong Lv, Weiwei Sun
{"title":"A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing Images","authors":"Yingjie Tang, Shou Feng, Chunhui Zhao, Yongqi Chen, Zhiyong Lv, Weiwei Sun","doi":"10.1109/tnnls.2025.3570425","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3570425","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"22 1","pages":"1-15"},"PeriodicalIF":10.4,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144146009","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
Recognizing Natural Images From EEG With Language-Guided Contrastive Learning 基于语言引导对比学习的脑电图自然图像识别
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-26 DOI: 10.1109/tnnls.2025.3562743
Yonghao Song, Yijun Wang, Huiguang He, Xiaorong Gao
{"title":"Recognizing Natural Images From EEG With Language-Guided Contrastive Learning","authors":"Yonghao Song, Yijun Wang, Huiguang He, Xiaorong Gao","doi":"10.1109/tnnls.2025.3562743","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3562743","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"35 1","pages":"1-15"},"PeriodicalIF":10.4,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144146006","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
Boosting Memory Efficiency in Transfer Learning for High-Resolution Medical Image Classification 提高高分辨率医学图像分类迁移学习的记忆效率
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-23 DOI: 10.1109/tnnls.2025.3569797
Yijin Huang, Pujin Cheng, Roger Tam, Xiaoying Tang
{"title":"Boosting Memory Efficiency in Transfer Learning for High-Resolution Medical Image Classification","authors":"Yijin Huang, Pujin Cheng, Roger Tam, Xiaoying Tang","doi":"10.1109/tnnls.2025.3569797","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3569797","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"9 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144130333","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
Staged Self-Supervised Learning for Raven Progressive Matrices Raven渐进式矩阵的阶段自监督学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-23 DOI: 10.1109/tnnls.2025.3561069
Jakub Kwiatkowski, Krzysztof Krawiec
{"title":"Staged Self-Supervised Learning for Raven Progressive Matrices","authors":"Jakub Kwiatkowski, Krzysztof Krawiec","doi":"10.1109/tnnls.2025.3561069","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561069","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"22 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144130331","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
(δ, ε)–K Segmentation for Characterizing Well-Clusterable Sets （δ, ε） -K分割表征可聚类集
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-23 DOI: 10.1109/tnnls.2025.3568478
Xinyu Chen, Jian Wang, Jie Yang, Chao Zhang, Dacheng Tao
{"title":"(δ, ε)–K Segmentation for Characterizing Well-Clusterable Sets","authors":"Xinyu Chen, Jian Wang, Jie Yang, Chao Zhang, Dacheng Tao","doi":"10.1109/tnnls.2025.3568478","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3568478","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"33 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144130321","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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