OOIR: Observatory of International Research

Papers

(The H4-Index of Engineering Applications of Artificial Intelligence is 92. 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 2021-11-01 to 2025-11-01.)

Article	Citations
An enhanced failure mode and effect analysis method based on preference disaggregation in risk analysis of intelligent wearable medical devices	1447
An enhanced deep reinforcement learning approach for efficient, effective, and equitable disaster relief distribution	705
Efficient extended-graph multi-matrices subspace learning: Toward meta-similarity and efficiency promotion	593
Investigate dual chiller characteristics and improve the performance by integrating machine learning and genetic algorithms	473
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading	365
A novel structural adaptive seasonal grey Bernoulli model in natural gas production forecasting	292
Soft Prompt-tuning with Self-Resource Verbalizer for short text streams	275
Advancing fault diagnosis in industrial systems: The power of V-nets for managing complex event sequences	270
Variational learning to rank for Test Case Prioritization via prioritizing metric inspired differentiable loss	261
An innovative attention infused- BiRecurrenTwin network assisted hybrid segmentation technique for accurate heart disease prediction	250
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines	236
Power generation forecasting based on hybrid deep learning models for a multi-energy power generation system	207
A reputation-aided negotiation mechanism for multi-agent society based on blockchain	207
Enabling temporal–spectral decoding in multi-class single-side upper limb classification	207
Three-stage unsupervised learning approach fusing novel pseudo-label diffusion and math-physics translating for real-time structural damage detection	194
Optimization of spatial mode separation in few-mode nanostructured fibers with generative inverse design networks	189
Firefly search algorithm based on leader strategy	183
Assessment of hybrid kernel function in extreme support vector regression model for streamflow time series forecasting based on a bayesian estimator decomposition algorithm	183
Benchmarking deep Facial Expression Recognition: An extensive protocol with balanced dataset in the wild	181
An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes	173
Sentimental analysis & Hate speech detection on English and German text collected from social media platforms using optimal feature extraction and hybrid diagonal gated recurrent neural network	170
Deep learning framework for acoustic eigenvalue analysis of a double cavity with a perforated partition	166
Counterfactual-based minority oversampling for imbalanced classification	163
High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition	163
EPT: A data-driven transformer model for earthquake prediction	162

Editorial Board	161
Adaptive error bounded piecewise linear approximation for time-series representation	161
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks	160
A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery	158
Agent-based hybrid tabu-search heuristic for dynamic scheduling	153
Self-organizing broad network with frequency-domain analysis	151
FAST-AlertNet: Early warning fire-induced collapse of large-span steel truss structures	150
Speech and speaker recognition using raw waveform modeling for adult and children’s speech: A comprehensive review	149
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning	148
Machine-learning-based hybrid recognition approach for longitudinal driving behavior in noisy environment	148
GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges	147
Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation	146
A feature enhanced RetinaNet-based for instance-level ship recognition	145
Self-localization based on terrestrial and satellite semantics	145
An evolutionary algorithm with indirect representation for droplet routing in digital microfluidic biochips	142
Leveraging the meta-embedding for text classification in a resource-constrained language	138
Co-optimizing for task performance and energy efficiency in evolvable robots	138
Crack Segmentation Network using Additive Attention Gate—CSN-II	136
Federated clustering for recognizing driving styles from private trajectories	135
SkyWords: An automatic keyword extraction system based on the skyline operator and semantic similarity	135
Dynamic-balanced double-attention fusion for image captioning	135
Improving question answering performance using knowledge distillation and active learning	133
Research on reflective clothing recognition algorithm based on combining omni-dimensional dynamic convolution and partial convolution	132
Applying deep learning and automated machine learning for enhanced state monitoring and health assessment of high-pressure heater in thermal power units	130
Hybrid deep-learning prediction model based on kernel multi-granularity fuzzy rough sets and its application in the diagnosis and treatment of chronic kidney disease	129
Elite-based multi-objective improved iterative local search algorithm for time-dependent vehicle-drone collaborative routing problem with simultaneous pickup and delivery	124
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems	122
Two-stage fuzzy object grasping controller for a humanoid robot with proximal policy optimization	121
Adaptive multi-view multiple-means clustering via subspace reconstruction	120
Adaptive finite-time fault-tolerant control for the full-state-constrained robotic manipulator with novel given performance	119
Vibration suppression of ball-screw drive system based on flexible dynamics model	117
Multi-slice Nested Recurrence Plot (MsNRP): A robust approach for person identification using daily ECG or PPG signals	116
Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment	115
Emergency response scheme selection with T-spherical hesitant probabilistic fuzzy TODIM-TPZSG approach	114
Multiscale self-attention for unmanned ariel vehicle-based infrared thermal images detection	113
An effective method for small object detection in low-resolution images	112
Error model-oriented vibration suppression control of free-floating space robot with flexible joints based on adaptive neural network	110
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation	109
Novel machine intelligent expedition with adaptive autoregressive exogenous neural structure for nonlinear multi-delay differential systems in computer virus propagation	109
Testing and performance analysis of an integrated electromagnetic and hydraulic retarder for heavy-duty vehicles	108
Graph Neural Networks (GNNs) based accelerated numerical simulation	108
A comprehensive wind speed prediction system based on intelligent optimized deep neural network and error analysis	106
Multiple hierarchical compression for deep neural network toward intelligent bearing fault diagnosis	106
Cross-attention interaction learning network for multi-model image fusion via transformer	105
A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction	104
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study	104
Res-HSA: Residual hybrid network with self-attention mechanism for RUL prediction of rotating machinery	103
A Pythagorean language neutrosophic set method for the evaluation of water pollution control technology in pulp and paper industry	103
Application of artificial intelligence to predict energy consumption and thermal efficiency of hybrid convection-radiation dryer for garlic slices	103
AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition	101

Towards machinery incremental fault diagnosis based on inverted transformer lifelong learning with learnable pruning mechanism	100
Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction	100
Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles	100
Efficient self-learning disturbance-resistant control for high-speed flight vehicle based on dual heuristic dynamic programming	99
Distribution line inspection method using multi-scale information augmentation and ensemble learning	99
Polyhedral representations with high-frequency for three-dimensional point cloud classification	98
Towards open-world recognition: Critical problems and challenges	97
Critical success factors for implementing artificial intelligence in construction projects: A systematic review and social network analysis	96
Medical hyperspectral image classification based weakly supervised single-image global learning network	95
Research on uncertain multiple attribute decision making based on improved possibility degree relation model and its application	95
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents	95
An aspect-level sentiment Graph Convolutional Network model based on transformer and frequency domain	94
Hypergraph temporal multi-behavior recommendation	93
Quantum-inspired metaheuristic algorithms for Industry 4.0: A scientometric analysis	93
Cascaded dimensionality reduction nonnegative matrix factorization for data representation	93
A virtual construction vehicles and workers dataset with three-dimensional annotations	92
Context-aware emotion recognition through agent-scene interactions	92