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Information Fusion最新文献

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Vision-Language Model with Siamese Bilateral Difference Network and Text-Guided Image Feature Enhancement for Acute Ischemic Stroke Outcome Prediction on CT Angiography 基于Siamese双侧差异网络和文本引导图像特征增强的视觉语言模型在急性缺血性卒中CT血管造影预后预测中的应用
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104195
Hulin Kuang, Bin Hu, Shuai Yang, Dongcui Wang, Guanghua Luo, Weihua Liao, Wu Qiu, Shulin Liu, Jianxin Wang
{"title":"Vision-Language Model with Siamese Bilateral Difference Network and Text-Guided Image Feature Enhancement for Acute Ischemic Stroke Outcome Prediction on CT Angiography","authors":"Hulin Kuang, Bin Hu, Shuai Yang, Dongcui Wang, Guanghua Luo, Weihua Liao, Wu Qiu, Shulin Liu, Jianxin Wang","doi":"10.1016/j.inffus.2026.104195","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104195","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"17 1","pages":"104195"},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072487","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
Shape-Aware Osteoarthritis Network: Bidirectional Fusion of MRI and 3D Point Clouds for Knee Osteoarthritis Diagnosis 形状感知骨关节炎网络：MRI和3D点云双向融合诊断膝关节骨关节炎
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104198
Dawei Zhang, Chenglin Sang, Tianyi Lyu
{"title":"Shape-Aware Osteoarthritis Network: Bidirectional Fusion of MRI and 3D Point Clouds for Knee Osteoarthritis Diagnosis","authors":"Dawei Zhang, Chenglin Sang, Tianyi Lyu","doi":"10.1016/j.inffus.2026.104198","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104198","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"71 1","pages":"104198"},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072486","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
Crowdsourced Federated Learning with Inconsistent Label Representation 不一致标签表示的众包联邦学习
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104194
Yunlong He, Fei Chen, Hanlin Zhang, Jia Yu
{"title":"Crowdsourced Federated Learning with Inconsistent Label Representation","authors":"Yunlong He, Fei Chen, Hanlin Zhang, Jia Yu","doi":"10.1016/j.inffus.2026.104194","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104194","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"44 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089494","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
Unsupervised Multimodal Graph Completion Networks with Multi-level Contrastiveness for Modality-missing Conversation Understanding 基于多级对比的无监督多模态图补全网络用于情态缺失会话理解
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104197
Sichao Fu, Songren Peng, Bin Zou, Xiao-Yuan Jing, Wei Yu, Qinmu Peng, Xinge You
{"title":"Unsupervised Multimodal Graph Completion Networks with Multi-level Contrastiveness for Modality-missing Conversation Understanding","authors":"Sichao Fu, Songren Peng, Bin Zou, Xiao-Yuan Jing, Wei Yu, Qinmu Peng, Xinge You","doi":"10.1016/j.inffus.2026.104197","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104197","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"76 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146071716","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 Two-Stage Learning Network for PVINS Modeling and Fusion Estimation in Challenging Environments 挑战性环境下PVINS建模与融合估计的两阶段学习网络
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104192
Xuanyu Wu, Jiankai Yin, Jian Yang, Xin Liu, Wenshuo Li, Lei Guo
{"title":"A Two-Stage Learning Network for PVINS Modeling and Fusion Estimation in Challenging Environments","authors":"Xuanyu Wu, Jiankai Yin, Jian Yang, Xin Liu, Wenshuo Li, Lei Guo","doi":"10.1016/j.inffus.2026.104192","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104192","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"31 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089493","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
Sharable and Discriminative Multi-view Geometry-Adaptive Fusion Network for 3D Dental Model Segmentation 基于共享和判别的多视图几何自适应融合网络的牙齿三维模型分割
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-30 DOI: 10.1016/j.inffus.2026.104196
Yue Zhao, Xinning Chen, Kehan Li, Yifan Lin, Yang Liu, Fan Wang
{"title":"Sharable and Discriminative Multi-view Geometry-Adaptive Fusion Network for 3D Dental Model Segmentation","authors":"Yue Zhao, Xinning Chen, Kehan Li, Yifan Lin, Yang Liu, Fan Wang","doi":"10.1016/j.inffus.2026.104196","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104196","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"220 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072490","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
Information-Theoretic Graph Fusion with Vision-Language-Action Model for Policy Reasoning and Dual Robotic Control 基于视觉语言-动作模型的信息图融合策略推理与双机器人控制
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-29 DOI: 10.1016/j.inffus.2026.104193
Shunlei Li, Longsen Gao, Jin Wang, Chang Che, Xi Xiao, Jiuwen Cao, Yingbai Hu, Hamid Reza Karimi
{"title":"Information-Theoretic Graph Fusion with Vision-Language-Action Model for Policy Reasoning and Dual Robotic Control","authors":"Shunlei Li, Longsen Gao, Jin Wang, Chang Che, Xi Xiao, Jiuwen Cao, Yingbai Hu, Hamid Reza Karimi","doi":"10.1016/j.inffus.2026.104193","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104193","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"23 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072488","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
Multiple Channel Access and Power Control for Discount-Average Weighting Criterion over Multi-Sensor and Markovian Fading Environments 基于折扣平均加权准则的多传感器和马尔可夫衰落环境下的多通道接入和功率控制
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-29 DOI: 10.1016/j.inffus.2026.104191
Yunbo Song, Jianrong Zhao, Kangkai Zheng, Ticao Jiao
{"title":"Multiple Channel Access and Power Control for Discount-Average Weighting Criterion over Multi-Sensor and Markovian Fading Environments","authors":"Yunbo Song, Jianrong Zhao, Kangkai Zheng, Ticao Jiao","doi":"10.1016/j.inffus.2026.104191","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104191","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"43 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146071717","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
Large Multimodal Models for Low-Resource Languages: A Survey 低资源语言的大型多模态模型：综述
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-28 DOI: 10.1016/j.inffus.2026.104189
Marian Lupaşcu, Ana-Cristina Rogoz, Mihai Sorin Stupariu, Radu Tudor Ionescu
{"title":"Large Multimodal Models for Low-Resource Languages: A Survey","authors":"Marian Lupaşcu, Ana-Cristina Rogoz, Mihai Sorin Stupariu, Radu Tudor Ionescu","doi":"10.1016/j.inffus.2026.104189","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104189","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"297 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146071718","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 Virtual Anchors for Efficient and Stable Clustering over Large Multi-View Attributed Graphs 大型多视图属性图高效稳定聚类的自适应虚拟锚
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-01-28 DOI: 10.1016/j.inffus.2026.104190
Mengyao Li, Zhibang Yang, Xu Zhou, Joey Tianyi Zhou, Quanqing Xu, Chuanhui Yang, Kenli Li, Keqin Li
{"title":"Adaptive Virtual Anchors for Efficient and Stable Clustering over Large Multi-View Attributed Graphs","authors":"Mengyao Li, Zhibang Yang, Xu Zhou, Joey Tianyi Zhou, Quanqing Xu, Chuanhui Yang, Kenli Li, Keqin Li","doi":"10.1016/j.inffus.2026.104190","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104190","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"44 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146072489","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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