OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Machine Learning and Cybernetics is 26. 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
The concept information of graph granule with application to knowledge graph embedding	390
An unsupervised multi-manifold discriminant isomap algorithm based on the pairwise constraints	153
Group decision-making method with directed graph under linguistic environment	94
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	93
Pixel-patch combination loss for refined edge detection	72
Correntropy metric-based robust low-rank subspace clustering for motion segmentation	64
Multi-label learning with incomplete labels via dual manifold mappings	57
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	49
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	47
Low-rank tensor learning with projection distance metric for multi-view clustering	45
Stochastic configuration network modeling method based on information superposition and mixture correntropy	41
A new supervised outlier detection method for hybrid data	40
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	38
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	37
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	33
Faster and lighter surface defect detection model for transparent wine bottle	33
Landmark based guidance for reinforcement learning agents under partial observability	31
Data augmentation for aspect-based sentiment analysis	31
Small target deep convolution recognition algorithm based on improved YOLOv4	30
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	30
Observer-based finite-time asynchronous sliding mode control with quantized outputs for hidden Markov jump systems	30
Imbalanced driving scene recognition with class focal loss and data augmentation	30
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	29
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	29
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	29

Tripm: a multi-label deep learning SCA model for multi-byte attacks	26
A novel hybrid approach to detect clients in federated learning for industrial internet of things	26
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	26
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	26