OOIR: Observatory of International Research

Papers

(The H4-Index of Knowledge-Based Systems is 81. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Editorial Board	815
Editorial Board	639
Editorial Board	620
Editorial Board	548
Editorial Board	458
Editorial Board	392
Automatically resolving conflicts between expert systems: An experimental approach using large language models and fuzzy cognitive maps from participatory modeling studies	367
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation	286
Real noise image adjustment networks for saliency-aware stylistic color retouch	271
Time expression as update operations: Normalizing time expressions via a distantly supervised neural semantic parser	247
Concept drift detection based on decision distribution in inconsistent information system	225
Personas-based Student Grouping using reinforcement learning and linear programming	223
Capturing latent evolution in dynamic graph: A dual-view architecture from spectral perspective	204
Prompting large language models with knowledge graphs for question answering involving long-tail facts	201
SFUDNet: Underwater object detection via spatial-frequency domain modulation with mixture of experts	197
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification	189
Transferring model structure in Bayesian transfer learning for Gaussian process regression	187
Mutual information-driven self-supervised point cloud pre-training	175
Can question-texts improve the recognition of handwritten mathematical expressions in respondents’ solutions?	172
DMAdam: Dual averaging enhanced adaptive gradient method for deep neural networks	157
Graph-Driven deep Multi-View Clustering with self-paced learning	154
Why-not questions about spatial temporal top-k trajectory similarity search	153
A decomposition-based multi-objective immune algorithm for feature selection in learning to rank	151
Multi-task ordinal regression with task weight discovery	151
GEAR: Learning graph neural network explainer via adjusting gradients	151

Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion	148
TBicomR: Event Prediction in Temporal Knowledge Graphs with Bicomplex Rotation	147
Multi-source partial domain adaptation with Gaussian-based dual-level weighting for PPG-based heart rate estimation	139
Improving probability selection based weights for satisfiability problems	139
A Software Reference Architecture for Journalistic Knowledge Platforms	139
Partial multi-label learning via three-way decision-based tri-training	138
Guest Editorial: Explainable artificial intelligence for sentiment analysis	132
Towards improving decision tree induction by combining split evaluation measures	128
Constrained multiobjective differential evolution algorithm with infeasible-proportion control mechanism	126
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer	126
TabSAL: Synthesizing Tabular data with Small agent Assisted Language models	125
A lightweight intrusion detection algorithm for IoT based on data purification and a separable convolution improved CNN	124
Relation-aware multiplex heterogeneous graph neural network	123
Pyramidal temporal frame prediction for efficient anomalous event detection in smart surveillance systems	122
Experiencer-Driven and Knowledge-Aware Graph Model for emotion–cause pair extraction	121
Data-driven approach for selection of on-chain vs off-chain carbon credits data storage methods	115
Tensor self-representation network for subspace clustering via alternating direction method of multipliers	115
HAFE: A Hierarchical Awareness and Feature Enhancement Network for Scene Text Recognition	112
Automatic channel pruning by neural network based on improved poplar optimisation algorithm	112
Deep semi-supervised learning with contrastive learning and partial label propagation for image data	109
Graph contrastive learning via coarsening: A time and memory efficient approach	107
A holistic view on positive and negative implicit feedback for micro-video recommendation	106
A geometry-aware generative model for face morphing attacks	106
Trigger is Non-central: Jointly event extraction via label-aware representations with multi-task learning	105
Visual object tracking via non-local correlation attention learning	104
Alpha entropy search for new information-based Bayesian optimization	104
Aligning large language models with human preferences using historical text edits	103
Cross-modal consistency types in multimodal social data	101
Event extraction as machine reading comprehension with question-context bridging	101
Optimal subsampling for high-dimensional ridge regression	101
DPNet: A dual prototype few-shot semantic segmentation network for crack detection	100
Privacy preservation in deep reinforcement learning: A training perspective	100
GL-GNN: Graph learning via the network of graphs	98
Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data	97
Faithful Counterfactual Visual Explanations (FCVE)	95
Dual constraints and adversarial learning for fair recommenders	92
Unified finite-volume physics informed neural networks to solve the heterogeneous partial differential equations	91
Deep learning-based imputation framework for bridge health monitoring using generative adversarial networks	91
Document-level relation extraction with three channels	90
A Span-based Multi-Modal Attention Network for joint entity-relation extraction	90
Knowledge distillation via instance-level sequence learning	89
LC3Net: Ladder	89
A prior-guided deep network for real image denoising and its applications	88
ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation	88
Robust deadline-aware network function parallelization framework under demand uncertainty	87
Multicriteria semi-supervised hyperspectral band selection based on evolutionary multitask optimization	87
DACMF-DTI: Dual attention embedded cross-modality fusion for drug-target interaction prediction	87
An innovative approach for obstacle avoidance and path planning of mobile robot using adaptive deep reinforcement learning for indoor environment	87
F3	86
Parallel multi-objective evolutionary optimization based dynamic community detection in software ecosystem	86

Federated feature reconstruction with collaborative star networks	84
A classification method based on dominance neighborhood granularity	83
Edge-guided oceanic scene element detection	83
Topic-level knowledge sub-graphs for multi-turn dialogue generation	83
SW: A weighted space division framework for imbalanced problems with label noise	82
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection	82
Multi-dimension rotations based on quaternion system for modeling various patterns in temporal knowledge graphs	81
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing	81
The mechanism of orientation detection based on color-orientation jointly selective cells	81