Journal & Article

Theory & Methods

I/F
# Journal I/F

Information Fusion

Uncertain multi-conceptual information acquisition and fusion for hierarchical classification Preference learning for multi-criteria sorting with interacting criteria: A framework integrating threshold-based value-driven sorting procedure with attention network Identifying spatial domains from spatial multi-omics data using consistent and specific deep subspace learning Interpretable breast cancer identification by multi-view synergistic feature fusion interaction in dense breast tissue A fusion method for large-scale online review ranking When explainable artificial intelligence meets data governance: Enhancing trustworthiness in multimodal gas classification Group decision-making in heterogeneous multi-scale information fusion: Integrating overconfident and non-cooperative behaviors Street Space Quality Improvement: Fusion of Subjective Perception in Street View Image Generation FaceExpr: Personalized facial expression generation via attention-focused U-Net feature fusion in diffusion models Structure-guided deep multi-view clustering Multi-task prediction of wind speed and time-varying wind shear coefficient using dynamic graph interactive neural network Efficient online generation of fuzzy measures via aggregation functions Expert knowledge-guided multi-granularity multi-scale fusion for weakly-supervised histological segmentation Multi-view learning and model fusion framework for threat detection in multi-protocol IoMT networks Marginal distributionally robust fusion of probability density functions GrFormer: A novel Transformer on Grassmann manifold for infrared and visible image fusion MCDF: Multimodal information fusion and causal analysis for election misinformation detection Anatomic-kinetic fusion network for pituitary gland and microadenoma segmentation in multi-phase DCE-MRI SeaMo: A season-aware multimodal foundation model for remote sensing DyFuse: Dynamic fusion for weakly-supervised semantic segmentation in autonomous driving scenes MVFusion-TSC: A multi-view fusion image-based network for time series classification COMO: Cross-mamba interaction and offset-guided fusion for multimodal object detection Multi-Scale Data Fusion and AdaptiveLoss Kolmogorov–Arnold Network for multivariate time series forecasting KAN-infused social recommendation: A contrastive graph learning approach with bidirectional feature fusion Efficiently Integrate Large Language Models with Visual Perception: A Survey from the Training Paradigm Perspective Not all tokens are created equal: Perplexity Attention Weighted Networks for AI-generated text detection Choir-IDS: A federated learning framework for fidelity-calibrated explainable intrusion detection system for edge-IoT networks GLIR-GaitNet: Global-Local Interaction Rebalancing Network for gait-based disease diagnosis MatchNav: LLM-based enhanced description and instruction matching in vision-and-language navigation Neural Connected Kernel based Multiple Kernel Clustering Integrating biological and machine intelligence: Attention mechanisms in brain–computer interfaces HIDFlowNet: A flow-based deep network for hyperspectral image denoising DiffuShield: Flexible privacy-preserving synthetic face generation via generative diffusion model Towards enhanced LLM pretraining: Dynamic checkpoint merging via generation quality SeFNet: Linking tabular datasets with semantic feature nets DIFNet: Dual-Information Fusion Network for depth completion Fuzzy Apriori classifier enhanced by stacking and adversarial knowledge assistance Dual-layer cross-modal alignment recommendation based on the diffusion model Knowledge fusion in deep learning-based medical vision-language models: A review FUNet: Frequency Channel Multi-Modal Fusion and Uncertain Region Adjustment Network for brain tumor segmentation Shifting decision boundary against adversarial semantic attacks in Latent Diffusion Models Semi-Supervised Majority Voting for crowdsourcing A comprehensive review of sEMG-IMU sensor fusion for upper limb movements pattern recognition Graph mapping Mamba network for automated macular edema diagnosis from fundus images S[formula omitted]Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification MDVul: A semantic-based complex dependency code vulnerability detection using fusion path Personalized federated learning for fault diagnosis with mixture of experts Neurostressology: A systematic review of EEG-based automated mental stress perspectives An interpretable integration fusion time-frequency prototype contrastive learning for machine fault diagnosis with limited labeled samples An information fusion model of mutual influence between focal elements: A perspective on interference effects in Dempster–Shafer evidence theory