OOIR: Observatory of International Research

Papers

(The H4-Index of Complex & Intelligent Systems is 41. 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 2022-06-01 to 2026-06-01.)

Article	Citations
A novel dynamic reference point model for preference-based evolutionary multiobjective optimization	327
RaiseAuth: a novel bio-behavioral authentication method based on ultra-low-complexity movement	211
Towards computational awareness in autonomous robots: an empirical study of computational kernels	209
A noise-constrained lightweight high-quality image hiding method based on invertible neural networks	109
A novel mechanism-guided residual network for accurate modelling of scroll expander under noisy and sparse data conditions	102
Bilateral network with rich semantic extractor for real-time semantic segmentation	101
Starnet-tex: lightweight real-time text detection via middle-order enhanced contextual attention	97
MSCADMpox: A novel multi-stage classification model for effective monkeypox classification	93
A human learning optimization algorithm with competitive and cooperative learning	82
Adaptive integrated weight unsupervised multi-source domain adaptation without source data	82
Bi-preference linkage-driven artificial bee colony algorithm with multi-operator fusion	81
A bilateral context and filtering strategy-based approach to Chinese entity synonym set expansion	66
Correction to: Sleep-wakeup scheduling algorithm for lifespan maximization of directional sensor networks: a discrete cuckoo search optimization algorithm	65
Correction to: MDSTF: a multi-dimensional spatio-temporal feature fusion trajectory prediction model for autonomous driving	63
A modified evolutionary reinforcement learning for multi-agent region protection with fewer defenders	61
An edge enhancement graph neural network model with node discrimination for knowledge graph representation learning	61
Evolutionary stability strategies of tacit collusion in supervised container terminals	59
Deep recommendation algorithm based on reviews and descriptions neural matrix factorization under cold-start	58
Reinforcement learning-enhanced adaptive sliding mode control for nonlinear systems	57
Surrogate-assisted evolutionary neural architecture search with network embedding	57
A 3D dynamic window approach with receding horizon optimization for real-time UAV path planning	56
EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking	55
Research on knowledge tracing based on learner fatigue state	54
A comprehensive review of pedestrian re-identification based on deep learning	54
Incomplete preference matching based runway reallocation mechanism	53

MKER: multi-modal knowledge extraction and reasoning for future event prediction	52
Decision algorithm with complex q-rung orthopair fuzzy power partitioned maclaurin symmetric mean operators for leather and footwear supplier evaluation	51
COLIN: complementary and competitive balanced learning network for multi-modal multi-label emotion recognition	50
A UAV aerial image small object detection algorithm based on fine-grained feature preservation and multi-scale feature pyramid balancing	50
PHOENIX: A Hybrid Metaheuristic Framework for Multi-UAV Collaborative Trajectory Planning in Complex Three-Dimensional Environments	49
Deep learned vectors’ formation using auto-correlation, scaling, and derivations with CNN for complex and huge image retrieval	48
A lightweight vision transformer with weighted global average pooling: implications for IoMT applications	47
HE-SNA: an efficient cross-platform network alignment scheme from privacy-aware perspective	46
The algorithm for foggy weather target detection based on YOLOv5 in complex scenes	46
A novel ensemble neural network for classification and detection of fire and smoke	45
A joint multi-model machine learning prediction approach based on confidence for ship stability	44
A parallel large-scale multiobjective evolutionary algorithm based on two-space decomposition	44
A niche-based multiobjective evolutionary algorithm for constrained multiobjective optimization with application to power dispatch problems	43
Manet: motion-aware network for video action recognition	43
A multi-layer composite identification scheme of cryptographic algorithm based on hybrid random forest and logistic regression model	42
A multi-UAV rapid post-disaster search and rescue method based on deep reinforcement learning	42
A practical type-3 Fuzzy control for mobile robots: predictive and Boltzmann-based learning	41
Joint entity and relation extraction combined with multi-module feature information enhancement	41