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
Multi-domain weakly decoupled domain generalization network for fault diagnosis under unknown operating conditions	146
A novel model to deal with ambiguous and complex time series: Application to sunspots forecasting	146
DistVAE: Distributed Variational Autoencoder for sequential recommendation	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
Mutual information-driven self-supervised point cloud pre-training	124
Enhanced near-field depth estimation: Integrating global and local path networks	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
Collaborative association networks with cross-level attention for session-based recommendation	114
Long-term traffic speed prediction utilizing data augmentation via segmented time frame clustering	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
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	108
Multi-modal Robustness Fake News Detection with Cross-Modal and Propagation Network Contrastive Learning	108
Relation-aware multiplex heterogeneous graph neural network	105
RMViM-Net: Residual multi-path vision mamba with graph interaction attention for medical image segmentation	102
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical	102
Enhanced phishing detection using multimodal data	101
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	100
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers	100
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	99
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	98
Domain Adversarial Neural Network with Reliable Pseudo-labels Iteration for cross-subject EEG emotion recognition	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
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	96
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	96
Multi-source partial domain adaptation method based on pseudo-balanced target domain for fault diagnosis	95
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
Disentangled Relational Graph Neural Network with Contrastive Learning for knowledge graph completion	94
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
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
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm	90
Optimizing energy-efficient cluster head selection in wireless sensor networks using a binarized spiking neural network and honey badger algorithm	90
A deep learning based framework for diagnosis of mild cognitive impairment	89
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
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
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	86
Personas-based Student Grouping using reinforcement learning and linear programming	86
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	86