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Information Fusion, Volume 115
Volume 115, 2025
- Afsana Ahmed Munia, Moloud Abdar
, Mehedi Hasan, Mohammad S. Jalali, Biplab Banerjee, Abbas Khosravi, Ibrahim Hossain, Huazhu Fu, Alejandro F. Frangi
Attention-guided hierarchical fusion U-Net for uncertainty-driven medical image segmentation. 102719 - Biao Xu, Guanci Yang
Interpretability research of deep learning: A literature survey. 102721 - Yong He
Deep learning based 3D segmentation in computer vision: A survey. 102722 - Keane Ong
Explainable natural language processing for corporate sustainability analysis. 102726 - Wenbiao Yan, Minghong Wu, Yiyang Zhou, Qinghai Zheng, Jinqian Chen, Haozhe Cheng, Jihua Zhu:
Label distribution-driven multi-view representation learning. 102727 - Samaneh Shamshiri, Huaping Liu, Insoo Sohn
Adversarial robust image processing in medical digital twin. 102728 - Huang Peng, Weixin Zeng, Jiuyang Tang, Mao Wang, Hongbin Huang, Xiang Zhao:
Open knowledge graph completion with negative-aware representation learning and multi-source reliability inference. 102729 - Yaoyue Zheng, Xuetao Zhang, Zhiqiang Tian, Shaoyi Du:
Enhancing few-shot lifelong learning through fusion of cross-domain knowledge. 102730 - Muhammad Toaha Raza Khan
Human activity recognition using binary sensors: A systematic review. 102731 - Qian Mei
Blockchain-based privacy-preserving incentive scheme for internet of electric vehicle. 102732 - Chen Chen, Qianfei Liu, Renpeng Xu, Ying Zhang, Huiru Wang
Multi-view support vector machine classifier via L0/1 soft-margin loss with structural information. 102733 - Hao Zhou
Dynamic collaborative learning with heterogeneous knowledge transfer for long-tailed visual recognition. 102734 - Fuli Zhang, Yu Liu, Xiaoling Yu, Zhichen Wang, Qi Zhang, Jing Wang, Qionghua Zhang:
Towards facial micro-expression detection and classification using modified multimodal ensemble learning approach. 102735 - Zuowei Zhang
A survey of evidential clustering: Definitions, methods, and applications. 102736 - Peng Han
An efficient cross-view image fusion method based on selected state space and hashing for promoting urban perception. 102737 - Shuo Wang, Meng Liu
Recent advances in data-driven fusion of multi-modal imaging and genomics for precision medicine. 102738 - Changdong Wang, Huamin Jie, Jingli Yang
A multi-source domain feature-decision dual fusion adversarial transfer network for cross-domain anti-noise mechanical fault diagnosis in sustainable city. 102739 - Guangyao Pang
An adaptive meta-imitation learning-based recommendation environment simulator: A case study on ship-cargo matching. 102740 - D. Sun, Fadi Dornaika
HSMix: Hard and soft mixing data augmentation for medical image segmentation. 102741 - Yassine Himeur
Applications of knowledge distillation in remote sensing: A survey. 102742 - Zhen Hua
Dynamic clustering-based consensus model for large-scale group decision-making considering overlapping communities. 102743 - Fanyong Meng, Hao Li
An interactive iteration consensus based social network large-scale group decision making method and its application in zero-waste city evaluation. 102744 - Ponnuthurai Nagaratnam Suganthan
Euclidean and Poincaré space ensemble Xgboost. 102746 - Qiang Lu, Xia Sun
Multimodal dual perception fusion framework for multimodal affective analysis. 102747 - Ruitong Liu, Yanbin Wang
Vul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection. 102748 - Xinmeng Xu, Weiping Tu, Yuhong Yang:
Efficient audio-visual information fusion using encoding pace synchronization for Audio-Visual Speech Separation. 102749 - Ming Wang, Haiqi Liu, Hanning Tang
IFNet: Data-driven multisensor estimate fusion with unknown correlation in sensor measurement noises. 102750 - Dong Liu
DSEM-NeRF: Multimodal feature fusion and global-local attention for enhanced 3D scene reconstruction. 102752 - Fei Ma, Yucheng Yuan, Yifan Xie, Hongwei Ren, Ivan Liu, Ying He, Fuji Ren, Fei Richard Yu, Shiguang Ni:
Generative technology for human emotion recognition: A scoping review. 102753 - Qinli Zhang, Pengfei Zhang
Information fusion for large-scale multi-source data based on the Dempster-Shafer evidence theory. 102754 - Kelvin Du
Natural language processing in finance: A survey. 102755 - Fahad Sabah
FairDPFL-SCS: Fair Dynamic Personalized Federated Learning with strategic client selection for improved accuracy and fairness. 102756 - Zhuangzhuang Chen
Divide and augment: Supervised domain adaptation via sample-wise feature fusion. 102757 - Ying Xie, Jixiang Wang, Zhiqiang Xu, Junnan Shen, Lijie Wen, Rongbin Xu
Alignable kernel network. 102758 - Xingguo Zhu, Wei Wang, Chen Zhang, Haifeng Wang:
Polyp-Mamba: A Hybrid Multi-Frequency Perception Gated Selection Network for polyp segmentation. 102759 - Iris Dominguez-Catena
DSAP: Analyzing bias through demographic comparison of datasets. 102760 - Wenbin Zhao, Yuhang Zhang, Di Wu, Feng Wu, Neha Jain:
Hypergraph convolutional networks with multi-ordering relations for cross-document event coreference resolution. 102769 - Jingchun Zhou
WaterHE-NeRF: Water-ray matching neural radiance fields for underwater scene reconstruction. 102770 - Xinghua Liu, Xuan Shao, Ye Li:
Eco-friendly integration of shared autonomous mobility on demand and public transit based on multi-source data. 102771 - Zhiming Liu, Jinhai Li, Xiao Zhang, Xizhao Wang:
Multi-level information fusion for missing multi-label learning based on stochastic concept clustering. 102775 - Dongxin Zhao, Jianhua Liu, Peng Geng
Mid-Net: Rethinking efficient network architectures for small-sample vascular segmentation. 102777 - Feifei Jin
Bounded rationality consensus reaching process with regret theory and weighted Moment estimation for multi-attribute group decision making. 102778 - Jianhui Lv
Large model-driven hyperscale healthcare data fusion analysis in complex multi-sensors. 102780
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