OOIR: Observatory of International Research

Papers

(The H4-Index of Knowledge-Based Systems is 86. 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 2022-05-01 to 2026-05-01.)

Article	Citations
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	851
Multi-task ordinal regression with task weight discovery	789
Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures	658
A Software Reference Architecture for Journalistic Knowledge Platforms	637
Editorial Board	522
Editorial Board	494
Editorial Board	384
Evolving subgraph matching on temporal graphs	313
Editorial Board	294
Cross-platform privacy-preserving CT image COVID-19 diagnosis based on source-free domain adaptation	262
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	256
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content	254
AMS: A hyperspectral image classification method based on SVM and multi-modal attention network	206
ACT: Anomaly-aware causal transformer with mixture-of-experts for time-series forecasting	203
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms	199
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	192
SDD-Fuse: A multi-modality image fusion framework based on the spiking diffusion fusion model	183
Discriminative fuzzy K-means clustering with local structure preserv	183
SP-Det: Self-prompted dual-text fusion for generalized multi-label lesion detection	182
Towards effective few-shot OOD detection for text-attributed graphs via topology-Text consensus modeling	180
Beyond feature concatenation: Mutual information-driven fusion for multimodal sequential recommendation	178
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	172
Bidirectional interaction of CNN and Transformer for image inpainting	158
UGSCE-BNN: An uncertainty-guided symmetric cross-entropy Bayesian neural network for industrial time series forecasting	157
Combining user behavioural information at the feature level to enhance continuous authentication systems	155

Spatiotemporal isomorphic cross-brain region interaction network for cross-subject EEG emotion recognition	153
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	150
A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	146
DistVAE: Distributed Variational Autoencoder for sequential recommendation	146
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	146
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	137
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection	135
SGCN: A scalable graph convolutional network with graph-shaped kernels and multi-channels	134
A novel robust support vector machine classifier with feature mapping	131
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	129
A robust and adaptive kernelised correlation filter with fuzzy-enhanced template matching and motion-aware target candidate prediction	125
Enhanced near-field depth estimation: Integrating global and local path networks	124
Mutual information-driven self-supervised point cloud pre-training	124
Federated feature reconstruction with collaborative star networks	122
Aligning large language models with human preferences using historical text edits	119
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	118
GL-GNN: Graph learning via the network of graphs	117
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	116
An improvement to the interval type-2 fuzzy VIKOR method	115
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	114
Collaborative association networks with cross-level attention for session-based recommendation	114
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	113
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	112
Chart GCN: Learning chart information with a graph convolutional network for stock movement prediction	111
Faithful Counterfactual Visual Explanations (FCVE)	111
Modeling syphilis progression and disability risk with neural networks	110
Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm	109
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	108
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	108
Relation-aware multiplex heterogeneous graph neural network	105
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	102
RMViM-Net: Residual multi-path vision mamba with graph interaction attention for medical image segmentation	102
Enhanced phishing detection using multimodal data	101
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	100
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	100
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	99
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	98
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	98
Multi-Hypergraph Fusion for Network-Wide Traffic Flow Prediction: A Spatiotemporal Hypergraph Neural Network	97
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	97
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	96
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	96
FL-Net: A multi-scale cross-decomposition network with frequency external attention for long-term time series forecasting	95
Integrating external knowledge into aspect-based sentiment analysis using graph neural network	95
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	95
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation	94
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	94
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	94
Mask-guided generative adversarial network for MRI-based CT synthesis	93
A holistic view on positive and negative implicit feedback for micro-video recommendation	92

F3	91
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	90
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	90
Dealing with uncertainty: Balancing exploration and exploitation in deep recurrent reinforcement learning	89
Fuzzy correlation entropy-based NSGA-II for energy-efficient hybrid flow-shop scheduling problem	89
Node classification oriented Adaptive Multichannel Heterogeneous Graph Neural Network	89
A deep learning based framework for diagnosis of mild cognitive impairment	89
Graph-Driven deep Multi-View Clustering with self-paced learning	88
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation	87
Personas-based Student Grouping using reinforcement learning and linear programming	86
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	86
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	86