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Information Fusion最新文献

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Explainable Visual Question Answering: A Survey on Methods, Datasets and Evaluation 可解释的可视化问答：方法、数据集和评估的调查
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-08 DOI: 10.1016/j.inffus.2026.104215
Yaxian Wang, Qikan Lin, Jiangbo Shi, Yisheng An, Jun Liu, Bifan Wei, Xudong Jiang
{"title":"Explainable Visual Question Answering: A Survey on Methods, Datasets and Evaluation","authors":"Yaxian Wang, Qikan Lin, Jiangbo Shi, Yisheng An, Jun Liu, Bifan Wei, Xudong Jiang","doi":"10.1016/j.inffus.2026.104215","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104215","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"9 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138677","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
MuDeNet: a Multi-patch Descriptor Network for Anomaly Modeling MuDeNet：用于异常建模的多补丁描述符网络
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-07 DOI: 10.1016/j.inffus.2026.104214
Miguel Campos-Romero, Manuel Carranza-Garcia, Robert-Jan Sips, Jose C. Riquelme
{"title":"MuDeNet: a Multi-patch Descriptor Network for Anomaly Modeling","authors":"Miguel Campos-Romero, Manuel Carranza-Garcia, Robert-Jan Sips, Jose C. Riquelme","doi":"10.1016/j.inffus.2026.104214","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104214","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"229 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138679","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
CMVF: Cross-Modal Unregistered Video Fusion via Spatio-Temporal Consistency CMVF：基于时空一致性的跨模态未注册视频融合
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-07 DOI: 10.1016/j.inffus.2026.104212
Jianfeng Ding, Hao Zhang, Zhongyuan Wang, Jinsheng Xiao, Xin Tian, Zhen Han, Jiayi Ma
{"title":"CMVF: Cross-Modal Unregistered Video Fusion via Spatio-Temporal Consistency","authors":"Jianfeng Ding, Hao Zhang, Zhongyuan Wang, Jinsheng Xiao, Xin Tian, Zhen Han, Jiayi Ma","doi":"10.1016/j.inffus.2026.104212","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104212","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"91 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138678","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
FedFusionNet: Advancing Oral Cancer Recurrence Prediction through Federated Fusion Modeling FedFusionNet：通过联邦融合建模推进口腔癌复发预测
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-07 DOI: 10.1016/j.inffus.2026.104205
Al Rafi Aurnob, Sharia Arfin Tanim, Tahmid Enam Shrestha, M.F. Mridha, Durjoy Mistry
{"title":"FedFusionNet: Advancing Oral Cancer Recurrence Prediction through Federated Fusion Modeling","authors":"Al Rafi Aurnob, Sharia Arfin Tanim, Tahmid Enam Shrestha, M.F. Mridha, Durjoy Mistry","doi":"10.1016/j.inffus.2026.104205","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104205","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"5 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138681","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
Lightweight Music Recommendation via Multi-physiological Feature Fusion 基于多生理特征融合的轻量音乐推荐
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-07 DOI: 10.1016/j.inffus.2026.104211
Xiaoying Huang, Haonan Cheng, Sanyi Zhang, Xiaoxuan Guo, Long Ye
{"title":"Lightweight Music Recommendation via Multi-physiological Feature Fusion","authors":"Xiaoying Huang, Haonan Cheng, Sanyi Zhang, Xiaoxuan Guo, Long Ye","doi":"10.1016/j.inffus.2026.104211","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104211","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"45 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146138682","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
Cross-modal contrastive learning for 3D point cloud-text fusion via implicit semantic alignment 基于隐式语义对齐的三维点云-文本融合跨模态对比学习
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-05 DOI: 10.1016/j.inffus.2026.104208
Xiangtian Zheng, Chen Ji, Wei Cai, Xianghua Tang, Xiaolin Yang, Liang Cheng
{"title":"Cross-modal contrastive learning for 3D point cloud-text fusion via implicit semantic alignment","authors":"Xiangtian Zheng, Chen Ji, Wei Cai, Xianghua Tang, Xiaolin Yang, Liang Cheng","doi":"10.1016/j.inffus.2026.104208","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104208","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"1 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134526","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
CATCH: Causal Attention Enhanced Meta-Path Semantic Fusion for Robust Hyperbolic Heterogeneous Graph Embedding 捕获：因果注意增强的元路径语义融合鲁棒双曲异构图嵌入
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-05 DOI: 10.1016/j.inffus.2026.104206
Bojia Liu, Conghui Zheng, Li Pan
{"title":"CATCH: Causal Attention Enhanced Meta-Path Semantic Fusion for Robust Hyperbolic Heterogeneous Graph Embedding","authors":"Bojia Liu, Conghui Zheng, Li Pan","doi":"10.1016/j.inffus.2026.104206","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104206","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"42 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134527","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
Multi-Lingual Approach for Multi-Modal Emotion and Sentiment Recognition Based on Triple Fusion 基于三重融合的多语言多模态情绪和情绪识别方法
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-05 DOI: 10.1016/j.inffus.2026.104207
Maxim Markitantov, Elena Ryumina, Anastasia Dvoynikova, Alexey Karpov
{"title":"Multi-Lingual Approach for Multi-Modal Emotion and Sentiment Recognition Based on Triple Fusion","authors":"Maxim Markitantov, Elena Ryumina, Anastasia Dvoynikova, Alexey Karpov","doi":"10.1016/j.inffus.2026.104207","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104207","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"92 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134528","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
Graph-guided Cross-image Correlation Learning with Adaptive Global-local Feature Fusion for Fine-grained Visual Representation 基于自适应全局-局部特征融合的图导交叉图像相关学习方法
IF 18.6 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Information Fusion
Pub Date : 2026-02-04 DOI: 10.1016/j.inffus.2026.104204
Hongxing You, Yangtao Wang, Xiaocui Li, Yanzhao Xie, Da Chen, Xinyu Zhang, Wensheng Zhang
{"title":"Graph-guided Cross-image Correlation Learning with Adaptive Global-local Feature Fusion for Fine-grained Visual Representation","authors":"Hongxing You, Yangtao Wang, Xiaocui Li, Yanzhao Xie, Da Chen, Xinyu Zhang, Wensheng Zhang","doi":"10.1016/j.inffus.2026.104204","DOIUrl":"https://doi.org/10.1016/j.inffus.2026.104204","url":null,"abstract":"","PeriodicalId":50367,"journal":{"name":"Information Fusion","volume":"286 1","pages":""},"PeriodicalIF":18.6,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146110180","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
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
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