OOIR: Observatory of International Research

Papers

(The H4-Index of Information Fusion is 84. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
PALADIN: A process-based constraint language for data validation	1470
A comprehensive study on codebook-based feature fusion for gait recognition	861
Individual entity induced label concept set for classification: An information fusion viewpoint	638
Editorial Board	561
Editorial Board	531
Editorial Board	484
Distributed multi-robot source term estimation with coverage control and information theoretic based coordination	466
Evidence evaluation in craniofacial superimposition using likelihood ratios	454
Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers	428
Artificial intelligence-based suicide prevention and prediction: A systematic review (2019–2023)	347
Fault stands out in contrast: Zero-shot diagnosis method based on dual-level contrastive fusion network for control moment gyroscopes predictive maintenance	340
A pipeline architecture for feature-based unsupervised clustering using multivariate time series from HPC jobs	330
KERMIT: Knowledge-EmpoweRed Model In harmful meme deTection	329
A non-parametric statistical inference framework for Deep Learning in current neuroimaging	316
HTTPS: Heterogeneous Transfer learning for spliT Prediction System evaluated on healthcare data	313
Pay attention to doctor–patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis	283
QNMF: A quantum neural network based multimodal fusion system for intelligent diagnosis	253
Hyperparameter self-tuning for data streams	244
Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation	230
CSWin-UNet: Transformer UNet with cross-shaped windows for medical image segmentation	229
Editorial Board	220
A review of emerging research directions in Abstract Visual Reasoning	215
Supervised learning for more accurate state estimation fusion in IoT-based power systems	210
Color object classification using multi-channel Zernike moments-based rotation invariant bag-of-visual-words and deep convolutional neural networks	199
Editorial Board	196

Editorial Board	193
Hierarchical visual-semantic interaction for scene text recognition	187
Editorial Board	186
F-PENN— Forest path encoding for neural networks	181
Editorial Board	181
Editorial Board	175
Software defined radio frequency sensing framework for Internet of Medical Things	174
Sparse agent transformer for unified voxel and image feature extraction and fusion	164
Editorial Board	164
Feature dynamic alignment and refinement for infrared–visible image fusion: Translation robust fusion	158
Multi-modal multi-task feature fusion for RGBT tracking	158
Robust minimum cost consensus models with various individual preference scenarios under unit adjustment cost uncertainty	154
Zero-shot stance detection based on multi-perspective transferable feature fusion	153
Towards facial micro-expression detection and classification using modified multimodal ensemble learning approach	152
Global-local fusion based on adversarial sample generation for image-text matching	151
Resilient labeled multi-Bernoulli fusion with peer-to-peer sensor network	151
A hierarchical attention network integrating multi-scale relationship for drug response prediction	148
GA-GGD: Improving semantic discriminability in graph contrastive learning via Generative Adversarial Network	146
Heterogeneous relational reasoning in knowledge graphs with reinforcement learning	143
Probabilistic observation model correction using non-Gaussian belief fusion	142
A multi-view-based noise correction algorithm for crowdsourcing learning	142
Lightweight and smart data fusion approaches for wearable devices of the Internet of Medical Things	139
Do the best of all together: Hierarchical spatial-frequency fusion transformers for animal re-identification	137
Breaking through clouds: A hierarchical fusion network empowered by dual-domain cross-modality interactive attention for cloud-free image reconstruction	136
Shared contents alignment across multiple granularities for robust SAR-optical image matching	134
Multi-modality MRI fusion with patch complementary pre-training for internet of medical things-based smart healthcare	134
Decoupling semantic and localization for semantic segmentation via magnitude-aware and phase-sensitive learning	131
Discovering common information in multi-view data	131
A novel multi-criteria conflict evidence combination method and its application to pattern recognition	131
Spatiotemporal gated traffic trajectory simulation with semantic-aware graph learning	130
A coupled-GAN architecture to fuse MRI and PET image features for multi-stage classification of Alzheimer’s disease	129
Listen as you wish: Fusion of audio and text for cross-modal event detection in smart cities	126
Non-informative noise-enhanced stochastic neural networks for improving adversarial robustness	125
Prediction consistency regularization for Generalized Category Discovery	125
Multi-fuzzy β-covering fusion based accuracy and self-information	122
Distributed credible evidence fusion with privacy-preserving	120
Multi-valued verification of commitment systems with uncertainty and inconsistency in multi-source data settings	116
Evidential dissonance measure in robust multi-view classification to resist adversarial attack	110
Interest-driven community detection on attributed heterogeneous information networks	110
Multi-modal visual tracking based on textual generation	110
IoT-FAR: A multi-sensor fusion approach for IoT-based firefighting activity recognition	110
A Contemporary Survey on Multisource Information Fusion for Smart Sustainable Cities: Emerging Trends and Persistent Challenges	109
Prompt-guided image color aesthetics assessment: Models, datasets and benchmarks	106
Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer’s disease	103
Unsupervised multi-view graph representation learning with dual weight-net	103
Deep-TCP: Multi-source data fusion for deep learning-powered tropical cyclone intensity prediction to enhance urban sustainability	100
Graph refinement and consistency self-supervision for tensorized incomplete multi-view clustering	98
The bi-level consensus model with dual social networks for group decision making	98
Self-improved multi-view interactive knowledge transfer	98
Efficient analysis of deep neural networks for vision via biologically-inspired receptive field angles: An in-depth survey	98

Credibility-based multi-sensor fusion for non-Gaussian conversion error mitigation	98
Adversarial robust image processing in medical digital twin	97
Multi-body sensor data fusion to evaluate the hippotherapy for motor ability improvement in children with cerebral palsy	96
Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks	94
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector	93
Position estimation in indoor using networked GNSS sensors and a range-azimuth sensor	88
QAPP: A quality-aware and privacy-preserving medical image release scheme	86
A sensor fusion approach to MARG module orientation estimation for a real-time hand tracking application	86
Integrated MPCAM: Multi-PSF learning for large depth-of-field computational imaging	85