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 2021-06-01 to 2025-06-01.)

Article	Citations
The concept information of graph granule with application to knowledge graph embedding	284
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	95
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	87
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	82
Group decision-making method with directed graph under linguistic environment	80
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	67
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	63
Compressed sensing using generative models based on fisher information	55
Pixel-patch combination loss for refined edge detection	47
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	44
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	43
Multi-label learning with incomplete labels via dual manifold mappings	43
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	38
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	37
Low-rank tensor learning with projection distance metric for multi-view clustering	36
A new supervised outlier detection method for hybrid data	36
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	34
Stochastic configuration network modeling method based on information superposition and mixture correntropy	32
Faster and lighter surface defect detection model for transparent wine bottle	29
Tripm: a multi-label deep learning SCA model for multi-byte attacks	29
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	28
Data augmentation for aspect-based sentiment analysis	28
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	27
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	27
Landmark based guidance for reinforcement learning agents under partial observability	26

Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	25
Small target deep convolution recognition algorithm based on improved YOLOv4	25