OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Machine Learning and Cybernetics is 27. 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 2021-08-01 to 2025-08-01.)

Article	Citations
The concept information of graph granule with application to knowledge graph embedding	365
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	131
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	93
Group decision-making method with directed graph under linguistic environment	89
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	71
Pixel-patch combination loss for refined edge detection	65
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	59
Multi-label learning with incomplete labels via dual manifold mappings	55
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	47
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	45
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	45
Compressed sensing using generative models based on fisher information	41
Low-rank tensor learning with projection distance metric for multi-view clustering	41
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	38
Stochastic configuration network modeling method based on information superposition and mixture correntropy	38
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	37
Data augmentation for aspect-based sentiment analysis	36
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	31
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	30
Faster and lighter surface defect detection model for transparent wine bottle	30
Small target deep convolution recognition algorithm based on improved YOLOv4	30
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	30
Landmark based guidance for reinforcement learning agents under partial observability	30
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	29
A new supervised outlier detection method for hybrid data	29

Imbalanced driving scene recognition with class focal loss and data augmentation	28
Observer-based finite-time asynchronous sliding mode control with quantized outputs for hidden Markov jump systems	28
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	27