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Information Fusion最新文献

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A reliable framework for brain tumor segmentation via multi-modal fusion and uncertainty modeling 基于多模态融合和不确定性建模的可靠脑肿瘤分割框架
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-20 DOI: 10.1016/j.inffus.2025.104085
Tongxue Zhou, Mingyang Li, Su Ruan, Tingjin Luo, Bingbing Jiang, Junan Zhu, Ping Ma, Defu Yang, Guang Yang
{"title":"A reliable framework for brain tumor segmentation via multi-modal fusion and uncertainty modeling","authors":"Tongxue Zhou, Mingyang Li, Su Ruan, Tingjin Luo, Bingbing Jiang, Junan Zhu, Ping Ma, Defu Yang, Guang Yang","doi":"10.1016/j.inffus.2025.104085","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104085","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"114 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145796205","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
ChatAssistDesign: A Language-Interactive Framework for Iterative Vector Floorplan Generation via Conditional Diffusion ChatAssistDesign：一种通过条件扩散生成迭代矢量平面图的语言交互框架
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-20 DOI: 10.1016/j.inffus.2025.104091
Luping Li, Xing Su, Han Lin, Haoying Han, Chao Fan, Zhao Zhang, Hongzhe Yue
{"title":"ChatAssistDesign: A Language-Interactive Framework for Iterative Vector Floorplan Generation via Conditional Diffusion","authors":"Luping Li, Xing Su, Han Lin, Haoying Han, Chao Fan, Zhao Zhang, Hongzhe Yue","doi":"10.1016/j.inffus.2025.104091","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104091","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"123 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145796207","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
Shrinkage Matters: Evidence from Accuracy-Diversity Trade-off in Regression Ensembles 收缩问题：来自回归集合中准确性-多样性权衡的证据
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-20 DOI: 10.1016/j.inffus.2025.104073
Han Feng, Pengyang Song, Yinuo Ren, Hanfeng Zhou, Jue Wang
{"title":"Shrinkage Matters: Evidence from Accuracy-Diversity Trade-off in Regression Ensembles","authors":"Han Feng, Pengyang Song, Yinuo Ren, Hanfeng Zhou, Jue Wang","doi":"10.1016/j.inffus.2025.104073","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104073","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"48 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785018","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
Hypergraph Attention and Periodic Fusion Learning for Enhanced Flight Delay Prediction 基于超图注意和周期融合学习的航班延误预测
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-20 DOI: 10.1016/j.inffus.2025.104076
Chi Li, Haowen Jiang, Ruitao Zhou, Ye Dou, Zishun Shen, Lianmin Zhang, Xiongwen Qian, Jianfeng Mao
{"title":"Hypergraph Attention and Periodic Fusion Learning for Enhanced Flight Delay Prediction","authors":"Chi Li, Haowen Jiang, Ruitao Zhou, Ye Dou, Zishun Shen, Lianmin Zhang, Xiongwen Qian, Jianfeng Mao","doi":"10.1016/j.inffus.2025.104076","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104076","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"31 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785019","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
ST-Imputer: Multivariate Dependency-aware Diffusion Network with Physics Guidance for Spatiotemporal Imputation st -输入：多变量依赖感知扩散网络与物理指导的时空输入
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-20 DOI: 10.1016/j.inffus.2025.104084
Xingyu Zhao, Jianpeng Qi, Bin Lu, Lei Zhou, Lei Cao, Junyu Dong, Yanwei Yu
{"title":"ST-Imputer: Multivariate Dependency-aware Diffusion Network with Physics Guidance for Spatiotemporal Imputation","authors":"Xingyu Zhao, Jianpeng Qi, Bin Lu, Lei Zhou, Lei Cao, Junyu Dong, Yanwei Yu","doi":"10.1016/j.inffus.2025.104084","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104084","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"29 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145796204","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
STP-Diff: Synergistic Fusion of Spatial Transformation Perturbations and Diffusion Models for Robust Face Privacy Protection STP-Diff：鲁棒人脸隐私保护的空间变换摄动和扩散模型的协同融合
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-19 DOI: 10.1016/j.inffus.2025.104069
Mingyue Li, Yinghao Zhang, Ruizhong Du, Chunfu Jia, Xiaoyun Guang
{"title":"STP-Diff: Synergistic Fusion of Spatial Transformation Perturbations and Diffusion Models for Robust Face Privacy Protection","authors":"Mingyue Li, Yinghao Zhang, Ruizhong Du, Chunfu Jia, Xiaoyun Guang","doi":"10.1016/j.inffus.2025.104069","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104069","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"8 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785026","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
Integrating Visual and Audio Cues for Emotion and Gender Recognition: a Multi modal and Multi task approach 整合视听线索的情绪和性别识别：一个多模式和多任务的方法
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-19 DOI: 10.1016/j.inffus.2025.104071
Giuseppe De Simone, Luca Greco, Alessia Saggese, Mario Vento
{"title":"Integrating Visual and Audio Cues for Emotion and Gender Recognition: a Multi modal and Multi task approach","authors":"Giuseppe De Simone, Luca Greco, Alessia Saggese, Mario Vento","doi":"10.1016/j.inffus.2025.104071","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104071","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"27 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785020","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
Span-aware Temporal Aggregation Network for Video Moment Retrieval 视频时刻检索的跨感知时间聚合网络
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-19 DOI: 10.1016/j.inffus.2025.104075
Xingyu Shen, Jinshi Xiao, Xiang Zhang, Long Lan, Xinwang Liu
{"title":"Span-aware Temporal Aggregation Network for Video Moment Retrieval","authors":"Xingyu Shen, Jinshi Xiao, Xiang Zhang, Long Lan, Xinwang Liu","doi":"10.1016/j.inffus.2025.104075","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104075","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"44 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785025","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
Multitask Reinforcement Learning with Metadata-Guided Adaptive Routing 基于元数据引导的自适应路由的多任务强化学习
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-19 DOI: 10.1016/j.inffus.2025.104068
Rui Pan, Haoran Luo, Quan Yuan, Guiyang Luo, Jinglin Li, Tiesunlong Shen, Rui Mao, Erik Cambria
{"title":"Multitask Reinforcement Learning with Metadata-Guided Adaptive Routing","authors":"Rui Pan, Haoran Luo, Quan Yuan, Guiyang Luo, Jinglin Li, Tiesunlong Shen, Rui Mao, Erik Cambria","doi":"10.1016/j.inffus.2025.104068","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104068","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"67 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785031","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
SD-Fuse: An Image Structure-Driven Model for Multi-Focus Image Fusion SD-Fuse：一种图像结构驱动的多焦点图像融合模型
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2025-12-19 DOI: 10.1016/j.inffus.2025.104058
Zeyu Wang, Jiayu Wang, Haiyu Song, Pengjie Wang, Kedi Lyu, Wei Li, Libo Zhao
{"title":"SD-Fuse: An Image Structure-Driven Model for Multi-Focus Image Fusion","authors":"Zeyu Wang, Jiayu Wang, Haiyu Song, Pengjie Wang, Kedi Lyu, Wei Li, Libo Zhao","doi":"10.1016/j.inffus.2025.104058","DOIUrl":"https://doi.org/10.1016/j.inffus.2025.104058","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"29 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145785021","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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