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IEEE transactions on neural networks and learning systems最新文献

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EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition EEGMatch：基于半监督脑电图的跨主体情绪识别的不完整标签学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-18 DOI: 10.1109/tnnls.2024.3493425
Rushuang Zhou, Weishan Ye, Zhiguo Zhang, Yanyang Luo, Li Zhang, Linling Li, Gan Huang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
{"title":"EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition","authors":"Rushuang Zhou, Weishan Ye, Zhiguo Zhang, Yanyang Luo, Li Zhang, Linling Li, Gan Huang, Yining Dong, Yuan-Ting Zhang, Zhen Liang","doi":"10.1109/tnnls.2024.3493425","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3493425","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"69 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142670496","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
I$^2$NQ: Inter and Intra Nonuniform Quantization for Single Image Super-Resolution I$^2$NQ：单图像超级分辨率的内部和内部非均匀量化
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-18 DOI: 10.1109/tnnls.2024.3493155
Liting Sun, Jingwei Xin, Keyu Li, Jie Li, Nannan Wang, Xinbo Gao
{"title":"I$^2$NQ: Inter and Intra Nonuniform Quantization for Single Image Super-Resolution","authors":"Liting Sun, Jingwei Xin, Keyu Li, Jie Li, Nannan Wang, Xinbo Gao","doi":"10.1109/tnnls.2024.3493155","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3493155","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"39 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142670522","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
Nearest Neighbor Multivariate Time Series Forecasting 近邻多变量时间序列预测
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-14 DOI: 10.1109/tnnls.2024.3490603
Huiliang Zhang, Ping Nie, Lijun Sun, Benoit Boulet
{"title":"Nearest Neighbor Multivariate Time Series Forecasting","authors":"Huiliang Zhang, Ping Nie, Lijun Sun, Benoit Boulet","doi":"10.1109/tnnls.2024.3490603","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3490603","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"5 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637233","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
Debiasing Graph Representation Learning Based on Information Bottleneck 基于信息瓶颈的去偏差图表示学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-14 DOI: 10.1109/tnnls.2024.3492055
Ziyi Zhang, Mingxuan Ouyang, Wanyu Lin, Hao Lan, Lei Yang
{"title":"Debiasing Graph Representation Learning Based on Information Bottleneck","authors":"Ziyi Zhang, Mingxuan Ouyang, Wanyu Lin, Hao Lan, Lei Yang","doi":"10.1109/tnnls.2024.3492055","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3492055","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"17 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637286","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
Advancing Causal Intervention in Image Captioning With Causal Prompt 利用因果提示推进图像标题中的因果干预
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-14 DOI: 10.1109/tnnls.2024.3487200
Youngjoon Yu, Yeonju Kim, Yong Man Ro
{"title":"Advancing Causal Intervention in Image Captioning With Causal Prompt","authors":"Youngjoon Yu, Yeonju Kim, Yong Man Ro","doi":"10.1109/tnnls.2024.3487200","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3487200","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"11 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637287","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
Manifoldron: Direct Space Partition via Manifold Discovery Manifoldron：通过发现歧面直接划分空间
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-13 DOI: 10.1109/tnnls.2024.3486252
Dayang Wang, Feng-Lei Fan, Bo-Jian Hou, Hao Zhang, Zhen Jia, Boce Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
{"title":"Manifoldron: Direct Space Partition via Manifold Discovery","authors":"Dayang Wang, Feng-Lei Fan, Bo-Jian Hou, Hao Zhang, Zhen Jia, Boce Zhang, Rongjie Lai, Hengyong Yu, Fei Wang","doi":"10.1109/tnnls.2024.3486252","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3486252","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"98 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142610604","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 Framework for Counterfactual Explanation of Predictive Uncertainty in Multimodal Models 多模态模型中预测不确定性的反事实解释框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-13 DOI: 10.1109/tnnls.2024.3476080
Tian Qiu, Qianmu Li
{"title":"A Framework for Counterfactual Explanation of Predictive Uncertainty in Multimodal Models","authors":"Tian Qiu, Qianmu Li","doi":"10.1109/tnnls.2024.3476080","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3476080","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"73 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142610610","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
Adaptive Weighted Broad Echo State Learning System-Based Dynamic Modeling of Carbon Consumption in Sintering Process 基于自适应加权宽回声状态学习系统的烧结过程碳消耗动态建模
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-13 DOI: 10.1109/tnnls.2024.3491101
Jie Hu, Min Wu, Witold Pedrycz
{"title":"Adaptive Weighted Broad Echo State Learning System-Based Dynamic Modeling of Carbon Consumption in Sintering Process","authors":"Jie Hu, Min Wu, Witold Pedrycz","doi":"10.1109/tnnls.2024.3491101","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3491101","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"6 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142610612","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
Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach 实时决策的长期公平性：受限在线优化方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-13 DOI: 10.1109/tnnls.2024.3476038
Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen
{"title":"Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach","authors":"Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen","doi":"10.1109/tnnls.2024.3476038","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3476038","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"35 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142610627","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
G-Diff: A Graph-Based Decoding Network for Diffusion Recommender Model G-Diff：基于图的扩散推荐模型解码网络
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3491827
Ruixin Chen, Jianping Fan, Meiqin Wu, Rui Cheng, Jiawen Song
{"title":"G-Diff: A Graph-Based Decoding Network for Diffusion Recommender Model","authors":"Ruixin Chen, Jianping Fan, Meiqin Wu, Rui Cheng, Jiawen Song","doi":"10.1109/tnnls.2024.3491827","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3491827","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601329","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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