OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Machine Learning and Cybernetics is 25. 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 2021-05-01 to 2025-05-01.)

Article	Citations
The concept information of graph granule with application to knowledge graph embedding	257
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	85
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	82
Landmark based guidance for reinforcement learning agents under partial observability	78
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	78
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	63
Group decision-making method with directed graph under linguistic environment	62
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	50
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	45
Compressed sensing using generative models based on fisher information	43
Pixel-patch combination loss for refined edge detection	42
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	40
Multi-label learning with incomplete labels via dual manifold mappings	38
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	34
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	33
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	32
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	31
A new supervised outlier detection method for hybrid data	30
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	29
Low-rank tensor learning with projection distance metric for multi-view clustering	28
Stochastic configuration network modeling method based on information superposition and mixture correntropy	28
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	28
Faster and lighter surface defect detection model for transparent wine bottle	27
Tripm: a multi-label deep learning SCA model for multi-byte attacks	27
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	26

Data augmentation for aspect-based sentiment analysis