OOIR: Observatory of International Research

Papers

(The H4-Index of Engineering Applications of Artificial Intelligence is 67. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Ensemble deep learning: A review	740
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects	384
Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems	320
Review of swarm intelligence-based feature selection methods	287
Artificial intelligence for the metaverse: A survey	262
Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications	217
Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate	214
Bayesian retinex underwater image enhancement	206
A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications	199
A novel approach integrating AHP and TOPSIS under spherical fuzzy sets for advanced manufacturing system selection	187
An integrated sustainable medical supply chain network during COVID-19	164
A lightweight vehicles detection network model based on YOLOv5	159
QANA: Quantum-based avian navigation optimizer algorithm	151
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN	150
Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism	142
A physics-informed deep learning approach for bearing fault detection	126
Smart farming using artificial intelligence: A review	121
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment	120
SF-GRA method based on cumulative prospect theory for multiple attribute group decision making and its application to emergency supplies supplier selection	107
Underwater target detection based on Faster R-CNN and adversarial occlusion network	104
Machine Learning, Deep Learning and Statistical Analysis for forecasting building energy consumption — A systematic review	104
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis	101
Effective constructive heuristics and discrete bee colony optimization for distributed flowshop with setup times	101
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features	101
SLAM; definition and evolution	101

Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine	100
A hybrid feature selection method based on information theory and binary butterfly optimization algorithm	97
Supervised feature selection techniques in network intrusion detection: A critical review	95
Multi-view underwater image enhancement method via embedded fusion mechanism	93
Underwater image restoration via backscatter pixel prior and color compensation	89
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems	89
Computer vision framework for crack detection of civil infrastructure—A review	88
Adaptive transfer learning-based multiscale feature fused deep convolutional neural network for EEG MI multiclassification in brain–computer interface	85
A review of visual SLAM methods for autonomous driving vehicles	85
New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data	85
Vision Transformers in medical computer vision—A contemplative retrospection	83
Probability transformation of mass function: A weighted network method based on the ordered visibility graph	82
Prediction of ground surface settlement by shield tunneling using XGBoost and Bayesian Optimization	82
Decision making framework based Fermatean fuzzy integrated weighted distance and TOPSIS for green low-carbon port evaluation	80
Deep learning in electrical utility industry: A comprehensive review of a decade of research	80
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification	79
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making	79
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm	79
Multiple attribute group decision making based on quasirung orthopair fuzzy sets: Application to electric vehicle charging station site selection problem	78
From clustering to clustering ensemble selection: A review	78
Recent advances in motion and behavior planning techniques for software architecture of autonomous vehicles: A state-of-the-art survey	78
Q-rung orthopair fuzzy weighted induced logarithmic distance measures and their application in multiple attribute decision making	77
Automated bridge surface crack detection and segmentation using computer vision-based deep learning model	76
Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach	76
An improved marine predators algorithm for shape optimization of developable Ball surfaces	75
A multi-criteria decision making method based on DNMA and CRITIC with linguistic D numbers for blockchain platform evaluation	75
Machine learning applications in power system fault diagnosis: Research advancements and perspectives	74
A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction	74
Forecasting the sales and stock of electric vehicles using a novel self-adaptive optimized grey model	74
Multi-fault diagnosis of Industrial Rotating Machines using Data-driven approach : A review of two decades of research	73
Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions	73
A systematic literature review on software defect prediction using artificial intelligence: Datasets, Data Validation Methods, Approaches, and Tools	72
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities	72
Achieving security and privacy in federated learning systems: Survey, research challenges and future directions	71
RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments	70
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network	70
Thermographic fault diagnosis of electrical faults of commutator and induction motors	70
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	70
Linguistic Pythagorean fuzzy CRITIC-EDAS method for multiple-attribute group decision analysis	69
Digital watermarking with improved SMS applied for QR code	68
Adaptive cylinder vector particle swarm optimization with differential evolution for UAV path planning	68
Structural dynamics simulation using a novel physics-guided machine learning method	68
Deep and transfer learning for building occupancy detection: A review and comparative analysis	67
A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition	67