Journal & Article

Theory & Methods

I/F
# Journal I/F

Information Fusion

A survey on data fusion approaches in IoT-based smart cities: Smart applications, taxonomies, challenges, and future research directions STATIC-LIO: A sliding window and terrain-assisted dynamic points removal LiDAR Inertial Odometry PPSTSL: A Privacy-preserving Dynamic Spatio-temporal Graph Data Federated Split Learning for traffic forecasting Reflections and attentiveness on eXplainable Artificial Intelligence (XAI). The journey ahead from criticisms to human–AI collaboration Exploring EEG and eye movement fusion for multi-class target RSVP-BCI GenRAN: GenFusion-guided Reversible Anonymization Network for face privacy preserving Triplets-based large-scale multi-view spectral clustering A Review of BioTree Construction in the Context of Information Fusion: Priors, Methods, Applications and Trends AMF-VSN: Adaptive multi-process fusion video steganography based on invertible neural networks METC: A Hybrid Deep Learning Framework for Cross-Network Encrypted DNS over HTTPS Traffic Detection and Tunnel Identification Distributed estimation for uncertain systems subject to measurement quantization and adversarial attacks Event-triggered set-membership fusion estimation of multi-rate multi-sensor systems under multiple cyber attacks Unlocking the potential of quantum computing in prefabricated construction supply chains: Current trends, challenges, and future directions Adaptive symmetry-based adversarial perturbation augmentation for molecular graph representations with dual-fusion attention information QMLSC: A quantum multimodal learning model for sentiment classification Stimulating conversation-style emergencies of multi-modal LMs Multi-fidelity modeling method based on adaptive transfer learning Rethinking information fusion: Achieving adaptive information throughput and interaction pattern in graph convolutional networks for collaborative filtering A multi-step interaction network for multi-class classification based on OCT and OCTA images IFIFusion: A independent feature information fusion model for surface defect detection Tensor-driven face recognition: Integrating super-resolution and multilinear subspace learning for low-resolution images An ensemble clustering method via learning the CA matrix with fuzzy neighbors RSRule: Relation-level semantic-driven rule learning for explainable extrapolation on temporal knowledge graphs A reliability-enhanced Brain–Computer Interface via Mixture-of-Graphs-driven Information Fusion PASAL: Progress- and sparsity-aware loss balancing for heterogeneous dataset fusion Class label fusion guided correlation learning for incomplete multi-label classification Unveiling node relationships for traffic forecasting: A self-supervised approach with MixGT Fine-grained knowledge fusion for retrieval-augmented medical visual question answering Listening and seeing again: Generative error correction for audio-visual speech recognition Discriminative approximate regression projection for feature extraction From failure to fusion: A survey on learning from bad machine learning models DyLas: A dynamic label alignment strategy for large-scale multi-label text classification Cross-lingual aspect-based sentiment analysis: A survey on tasks, approaches, and challenges Cross-modal multi-relational graph reasoning: A novel model for multimodal textbook comprehension CAM2Former: Fusion of Camera-specific Class Activation Map matters for occluded person re-identification Multi-stage multimodal fusion network with language models and uncertainty evaluation for early risk stratification in rheumatic and musculoskeletal diseases Privacy-preserving heterogeneous multi-modal sensor data fusion via federated learning for smart healthcare Emotion inference of text based on counterfactual behavior knowledge PEAFusion: Parameter-efficient Adaptation for RGB-Thermal fusion-based semantic segmentation SSLMM: Semi-Supervised Learning with Missing Modalities for Multimodal Sentiment Analysis Weakly Supervised RGBT salient object detection via SAM-Guided Label Optimization and Progressive Cross-modal Cross-scale Fusion Horizontal multi-party data publishing via discriminator regularization and adaptive noise under differential privacy Hyperbolic graph attention network fusing long-context for technical keyphrase extraction DUET: Dually guided knowledge distillation from explicit feedback Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data Hierarchical multi-source cues fusion for mono-to-binaural based Audio Deepfake Detection [formula omitted]Fusion: Dual-domain fusion with feature superposition for Deepfake detection Span-based syntactic feature fusion for aspect sentiment triplet extraction Distributed H∞ fusion filters of joint fault and state for multi-sensor networked systems with two-channel probability-uncertain deception attacks TSCMamba: Mamba meets multi-view learning for time series classification