OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Machine Learning and Cybernetics is 29. 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 2022-05-01 to 2026-05-01.)

Article	Citations
ClKI: closed-loop and knowledge iterative via self-distillation for image sentiment analysis	716
Stochastic configuration network modeling method based on information superposition and mixture correntropy	260
Two-channel deep recursive multi-scale network based on multi-attention for no-reference image quality assessment	103
Structural entropy-based scheduler for job planning problems using multi-agent reinforcement learning	93
Pixel-patch combination loss for refined edge detection	93
Landmark based guidance for reinforcement learning agents under partial observability	88
Tripm: a multi-label deep learning SCA model for multi-byte attacks	88
Imbalanced driving scene recognition with class focal loss and data augmentation	64
Group decision-making method with directed graph under linguistic environment	58
Low-rank tensor learning with projection distance metric for multi-view clustering	57
Virtual graph augmentation for graph neural networks	55
Cross-lingual sentiment analysis empowered by emotional mutual reinforcement through emojis	54
Exploiting graph neural network with one-shot learning for fault diagnosis of rotating machinery	52
Faster and lighter surface defect detection model for transparent wine bottle	44
Bridging the gap: advancing the transparency and trustworthiness of network intrusion detection with explainable AI	42
Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements	42
Adaptive condensed fuzzy monotonic K-nearest neighbors for monotonic classification	40
KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking	39
A novel adaptive methodology for removing spurious components in a modified incremental Gaussian mixture model	39
Observer-based finite-time asynchronous sliding mode control with quantized outputs for hidden Markov jump systems	37
A new supervised outlier detection method for hybrid data	36
Few-shot remote sensing image scene classification based on variational meta-learning	35
ULAF-Net: Ultra lightweight attention fusion network for real-time semantic segmentation	35
Multi-label learning with incomplete labels via dual manifold mappings	33
GFD-SSL: generative federated knowledge distillation-based semi-supervised learning	33

Data augmentation for aspect-based sentiment analysis	33
The concept information of graph granule with application to knowledge graph embedding	31
Multi-proposal collaboration and multi-task training for weakly-supervised video moment retrieval	29
Machine learning for aspect category detection in mobile edge products: the MLRG-CO algorithm	29
CoDF-Net: coordinated-representation decision fusion network for emotion recognition with EEG and eye movement signals	29
A novel hybrid approach to detect clients in federated learning for industrial internet of things	29
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering	29