Journal & Article

Theory & Methods

I/F
# Journal I/F

Information Fusion

Multimodal fusion for precision livestock behavior monitoring: A systematic review of deep learning, pose estimation, and sensor integration strategies USFnet: A UAV-Shore fusion visual perception framework for inland river shipping intersections Multi-Level collaborative optimization for Multi-Modal media manipulation detection and grounding SPARC: Spatial transcriptomics clustering via adversarially regularized graph and prototypical contrastive representation learning Learning fuzzy measures for multi-distance fusion in ordinal classification Multi-behavior popularity-aware recommendation BiSQAFusion: Multi-level fusion for personalized binaural speech quality assessment in hearing aids EPIPTrack: Rethinking prompt modeling with explicit and implicit prompts for multi-object tracking Trustworthy medical concept recalibration through logic-aware multimodal evidence fusion Reliability-guided hypergraph feature fusion for underwater object detection Rectifying spatiotemporal discrepancies for audio-visual emotion recognition via generative semantic anchors LG-TargetSeg: Deep semantic fusion via language-conditioned selective scanning for targeted medical image segmentation Cognition-driven dual-graph fusion with group-level mastery for knowledge tracing Dual-end debiasing for collaborative filtering via counterfactual popularity learning Trustworthy evidential graph coupling for incomplete multimodal radial pulse fusion in neurological disorder screening Spatio-temporal cross attention involved dual graph convolution network for traffic flow prediction Self-eXplainable AI for medical image analysis: A survey and new outlooks Multimodal anomaly detection based on multi-kernel fuzzy rough sets Registration-free visible-thermal fusion for UAV detection Scalable multi-view subspace clustering based on complementary consensus representation and tensorized constraint RCDF-Net: Retinal-cortical dual-pathway fusion for medical image segmentation MCHD: A multi-granularity collaborative hierarchical decoding method for moment retrieval and highlight detection scI2CL: Effectively fusing single-cell multi-omics by intra- and inter-omics contrastive learning Fusion-driven geometry-constrained latent flow learning for robust AUV motion anticipation from heterogeneous 3D observations Source-free active domain adaptation with multiple knowledge sources QIC-fusion: Noise-conditioned feature calibration and adaptive continuous-time modeling for EEG-based neurodegeneration diagnosis BCF-CDAN: bidirectional cross-modal fusion and conditional domain adversarial network for multimodal cross-subject emotion recognition with EEG-fNIRS An audio-visual fusion emotion generation model based on neuroanatomical alignment Semantic drift-resistant learning for robust multimodal sentiment analysis with incomplete information Stabilizing instance-conditioned modality fusion for multi-modal entity alignment SRASEF-OVSeg: Task-adaptive semantic re-alignment and scattering-evidence-guided multimodal fusion for optical–SAR open-vocabulary segmentation Robust hybrid graph fusion for multi-modal relation extraction via information bottleneck denoising Reciprocal supervised diffusion model for multi-view generative clustering Maintaining reasoning invariance for robust multimodal violence detection with missing modality Few-Shot knowledge graph completion with multi-hop aggregation and relational correlation learning UCM-Distill: multi-teacher distillation with uncertainty modeling and contrastive learning for weakly supervised medical image segmentation TP-Link: linked audio-visual twin pyramid for harsh visual object detection TacFG-9: A tactile-vision-language dataset for factorized fine-grained tactile semantics DSRTrack: disturbance-aware state recovery and volatility regulation for RGB-T tracking MCA-SSL: A synergistic fusion-optimization-alignment loop for incomplete multi-view clustering FedLoop: Personalized federated learning with closed-loop feature rectification CARTN: Counterfactual audit and repair for trust-aware multi-signal streaming LiDAR segmentation Fusion of mixture-of-experts and Lyapunov learning for trajectory optimization and task offloading in multi-UAVs networks Multi-modal and multi-view object tracking via sequential probability distribution fusion HSGR-LungNet: heterogeneous spatial graph reasoning for CT-derived 3D point-cloud classification of tumor-Related lesions, infection-related lesions, and non-lesion pulmonary context Toward robust LLM-based judges: Taxonomic bias evaluation and debiasing optimization CoDIF: Conditional diffusion fusion with soft alignment for robust multimodal 3D object detection Structured information decomposition over heterogeneous EEG relations for emotion recognition Competition-aware information fusion for cascade popularity prediction AI-enabled cyberbullying detection from a cyber-physical-social-thinking space integration perspective: Theories, technologies, and challenges